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Details about Jiti GAO

Homepage:http://users.monash.edu/~jgao
Phone:61399031675
Postal address:Department of Econometrics and Business Statistics Monash University at Caulfield 900 Dandenong Road Caulfield East, Victoria 3145 Australia
Workplace:Department of Econometrics and Business Statistics, Monash Business School, Monash University, (more information at EDIRC)

Access statistics for papers by Jiti GAO.

Last updated 2024-05-19. Update your information in the RePEc Author Service.

Short-id: pga362


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Working Papers

2024

  1. Estimation and Inference for Three-Dimensional Panel Data Models
    Papers, arXiv.org Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2023) Downloads
  2. Estimation and Inference for a Class of Generalized Hierarchical Models
    Papers, arXiv.org Downloads
  3. Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy
    Papers, arXiv.org Downloads
  4. Robust Inference for High-Dimensional Panel Data Models
    Papers, arXiv.org Downloads
  5. Semiparametric Single-Index Estimation for Average Treatment Effects
    Papers, arXiv.org Downloads

2023

  1. Does Climate Sensitivity Differ Across Regions?
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  2. Eigen-Analysis for High-Dimensional Time Series Clustering
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  3. Estimation of Heterogeneous Treatment Effects Using Quantile Regression with Interactive Fixed Effects
    Papers, arXiv.org Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2022) Downloads
  4. Estimation of Semiparametric Multi-Index Models Using Deep Neural Networks
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  5. Higher-order Expansions and Inference for Panel Data Models
    Papers, arXiv.org Downloads View citations (2)
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2023) Downloads
  6. Robust M-Estimation for Additive Single-Index Cointegrating Time Series Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    Also in Papers, arXiv.org (2023) Downloads
  7. Smoothing the Nonsmoothness
    Papers, arXiv.org Downloads
  8. Time-Varying Vector Error-Correction Models: Estimation and Inference
    Papers, arXiv.org Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2023) Downloads

2022

  1. A Nonparametric Panel Model for Climate Data with Seasonal and Spatial Variation
    Cambridge Working Papers in Economics, Faculty of Economics, University of Cambridge Downloads
  2. Estimating the Effect of an EU-ETS Type Scheme in Australia Using a Synthetic Treatment Approach
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article Estimating the effect of an EU-ETS type scheme in Australia using a synthetic treatment approach, Energy Economics, Elsevier (2023) Downloads View citations (2) (2023)
  3. GMM Estimation for High-Dimensional Panel Data Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  4. Multi-Level Panel Data Models: Estimation and Empirical Analysis
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  5. Nonparametric Estimation and Testing for Time-Varying VAR Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. Time-Varying Multivariate Causal Processes
    Papers, arXiv.org Downloads
    See also Journal Article Time-varying multivariate causal processes, Journal of Econometrics, Elsevier (2024) Downloads (2024)

2021

  1. Asymptotics for Time-Varying Vector MA(∞) Processes
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  2. Binary Response Models for Heterogeneous Panel Data with Interactive Fixed Effects
    Papers, arXiv.org Downloads
    See also Journal Article Binary response models for heterogeneous panel data with interactive fixed effects, Journal of Econometrics, Elsevier (2023) Downloads View citations (1) (2023)
  3. Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice
    Papers, arXiv.org Downloads
  4. On Time-Varying VAR models: Estimation, Testing and Impulse Response Analysis
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  5. Parameter Stability Testing for Multivariate Dynamic Time-Varying Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. Productivity Convergence in Manufacturing: A Hierarchical Panel Data Approach
    Papers, arXiv.org Downloads
  7. Semiparametric Spatial Autoregressive Panel Data Model with Fixed Effects and Time-Varying Coefficients
    MPRA Paper, University Library of Munich, Germany Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2021) Downloads

    See also Journal Article Semiparametric Spatial Autoregressive Panel Data Model with Fixed Effects and Time-Varying Coefficients, Journal of Business & Economic Statistics, Taylor & Francis Journals (2022) Downloads View citations (1) (2022)
  8. Time Series Forecasting Using a Mixture of Stationary and Nonstationary Predictors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    Also in MPRA Paper, University Library of Munich, Germany (2021) Downloads

2020

  1. A Class of Time-Varying Vector Moving Average (infinity) Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  2. A Class of Time-Varying Vector Moving Average Models: Nonparametric Kernel Estimation and Application
    Papers, arXiv.org Downloads
  3. Estimation and Testing for High-Dimensional Near Unit Root Time Series
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  4. Forecasting a Nonstationary Time Series with a Mixture of Stationary and Nonstationary Factors as Predictors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  5. Most Powerful Test against High Dimensional Free Alternatives
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. On Income and Price Elasticities for Energy Demand: A Panel Data Study
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
    See also Journal Article On income and price elasticities for energy demand: A panel data study, Energy Economics, Elsevier (2021) Downloads View citations (9) (2021)
  7. On Time Trend of COVID-19: A Panel Data Study
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  8. Time-Varying Panel Data Models with an Additive Factor Structure
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)

2019

  1. A Near Unit Root Test for High-Dimensional Nonstationary Time Series
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  2. An Integrated Panel Data Approach to Modelling Economic Growth
    Papers, arXiv.org Downloads
    See also Journal Article An integrated panel data approach to modelling economic growth, Journal of Econometrics, Elsevier (2022) Downloads View citations (5) (2022)
  3. Estimation of Cross-Sectional Dependence in Large Panels
    Papers, arXiv.org Downloads
  4. Global Temperatures and Greenhouse Gases: A Common Features Approach
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    Also in Working Papers, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University (2019)

    See also Journal Article Global temperatures and greenhouse gases: A common features approach, Journal of Econometrics, Elsevier (2022) Downloads View citations (8) (2022)
  5. Inter-City Spillover and Intra-City Agglomeration Effects among Local Labour Markets in China
    IZA Discussion Papers, Institute of Labor Economics (IZA) Downloads View citations (1)
  6. Nonparametric Estimation in Panel Data Models with Heterogeneity and Time Varyingness
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  7. Nonparametric Predictive Regressions for Stock Return Prediction
    Cambridge Working Papers in Economics, Faculty of Economics, University of Cambridge Downloads View citations (2)
  8. Semiparametric Single-index Predictive Regression
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  9. Spiked Eigenvalues of High-Dimensional Separable Sample Covariance Matrices
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  10. Time-Varying Coefficient Spatial Autoregressive Panel Data Model with Fixed Effects
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  11. Time-Varying Income Elasticities of Healthcare Expenditure for the OECD and Eurozone
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
    See also Journal Article Time‐varying income elasticities of healthcare expenditure for the OECD and Eurozone, Journal of Applied Econometrics, John Wiley & Sons, Ltd. (2021) Downloads View citations (11) (2021)

2018

  1. Estimation in semiparametric quantile factor models
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies Downloads View citations (2)
  2. High Dimensional Semiparametric Moment Restriction Models
    Cambridge Working Papers in Economics, Faculty of Economics, University of Cambridge Downloads View citations (3)
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2017) Downloads View citations (1)
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies (2018) Downloads View citations (3)
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2018) Downloads View citations (3)

    See also Journal Article High dimensional semiparametric moment restriction models, Journal of Econometrics, Elsevier (2023) Downloads View citations (1) (2023)
  3. Inference on a semiparametric model with global power law and local nonparametric trends
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2017) Downloads

    See also Journal Article INFERENCE ON A SEMIPARAMETRIC MODEL WITH GLOBAL POWER LAW AND LOCAL NONPARAMETRIC TRENDS, Econometric Theory, Cambridge University Press (2020) Downloads View citations (5) (2020)
  4. Inter-regional spillover and intra-regional agglomeration effects among local labour markets in China
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  5. Modelling time-varying income elasticities of health care expenditure for the OECD
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. Multi-step non- and semi-parametric predictive regressions for short and long horizon stock return prediction
    CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies Downloads View citations (1)
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2017) Downloads
  7. On endogeneity and shape invariance in extended partially linear single index models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article On endogeneity and shape invariance in extended partially linear single index models, Econometric Reviews, Taylor & Francis Journals (2020) Downloads (2020)
  8. Regime switching in the presence of endogeneity
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  9. Regime switching panel data models with interative fixed effects
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
    See also Journal Article Regime switching panel data models with interactive fixed effects, Economics Letters, Elsevier (2019) Downloads View citations (2) (2019)
  10. Series estimation for single-index models under constraints
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  11. Varying-coefficient panel data models with partially observed factor structure
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)

2017

  1. A panel data analysis of hospital variations in length of stay for hip replacements: Private versus public
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  2. A simple nonlinear predictive model for stock returns
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  3. Bayesian estimation based on summary statistics: Double asymptotics and practice
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  4. Estimation and inference in semiparametric quantile factor models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
    See also Journal Article Estimation and inference in semiparametric quantile factor models, Journal of Econometrics, Elsevier (2021) Downloads View citations (11) (2021)
  5. Heterogeneous panel data models with cross-sectional dependence
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  6. Kernel-Based Inference In Time-Varying Coefficient Cointegrating Regression
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University Downloads
    See also Journal Article Kernel-based Inference in Time-Varying Coefficient Cointegrating Regression, Journal of Econometrics, Elsevier (2020) Downloads View citations (5) (2020)
  7. Kernel-based inference in time-varying coefficient models with multiple integrated regressors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  8. Local logit regression for recovery rate
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
  9. Nonparametric kernel estimation of the impact of tax policy on the demand for private health insurance in Australia
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    Also in IZA Discussion Papers, Institute of Labor Economics (IZA) (2015) Downloads
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2015) Downloads
  10. Recursive estimation in large panel data models: Theory and practice
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (8)
    See also Journal Article Recursive estimation in large panel data models: Theory and practice, Journal of Econometrics, Elsevier (2021) Downloads View citations (14) (2021)

2016

  1. A Frequency Approach to Bayesian Asymptotics
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  2. A Quantile Regression Approach to Panel Data Analysis of Health Care Expenditure in OECD Countries
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  3. Another Look at Single-Index Models Based on Series Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  4. Bayesian Indirect Inference and the ABC of GMM
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  5. CEstimation of Structural Breaks in Large Panels with Cross-Sectional Dependence
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. CLT for Largest Eigenvalues and Unit Root Tests for High-Dimensional Nonstationary Time Series
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  7. Error-in-Variables Jump Regression Using Local Clustering
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  8. Estimation of Technical Change and Price Elasticities: A Categorical Time-varying Coefficient Approach
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article Estimation of technical change and price elasticities: a categorical time–varying coefficient approach, Journal of Productivity Analysis, Springer (2018) Downloads (2018)
  9. Nonparametric Localized Bandwidth Selection for Kernel Density Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article Nonparametric localized bandwidth selection for Kernel density estimation, Econometric Reviews, Taylor & Francis Journals (2019) Downloads (2019)
  10. Specification Testing for Nonlinear Multivariate Cointegrating Regressions
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2014) Downloads View citations (1)

    See also Journal Article Specification testing for nonlinear multivariate cointegrating regressions, Journal of Econometrics, Elsevier (2017) Downloads View citations (10) (2017)

2015

  1. A New Class of Bivariate Threshold Cointegration Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
    See also Journal Article A New Class of Bivariate Threshold Cointegration Models, Journal of Business & Economic Statistics, Taylor & Francis Journals (2017) Downloads View citations (4) (2017)
  2. A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and an Application to U.S. Commercial Banks
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
    See also Journal Article A varying-coefficient panel data model with fixed effects: Theory and an application to US commercial banks, Journal of Econometrics, Elsevier (2017) Downloads View citations (23) (2017)
  3. Bayesian Bandwidth Estimation In Nonparametric Time-Varying Coefficient Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
    See also Journal Article Bayesian Bandwidth Estimation in Nonparametric Time-Varying Coefficient Models, Journal of Business & Economic Statistics, Taylor & Francis Journals (2019) Downloads (2019)
  4. Cross-sectional Independence Test for a Class of Parametric Panel Data Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  5. Orthogonal Series Estimation in Nonlinear Cointegrating Models with Endogeneity
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  6. Partially Linear Panel Data Models with Cross-Sectional Dependence and Nonstationarity
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  7. Testing for a Structural Break in Dynamic Panel Data Models with Common Factors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  8. Variable Selection for a Categorical Varying-Coefficient Model with Identifications for Determinants of Body Mass Index
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)

2014

  1. A Computational Implementation of GMM
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
  2. Econometric Time Series Specification Testing in a Class of Multiplicative Error Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  3. Estimation for Single-index and Partially Linear Single-index Nonstationary Time Series Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  4. High Dimensional Correlation Matrices: CLT and Its Applications
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  5. Nonparametric Regression Approach to Bayesian Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. Semiparametric Localized Bandwidth Selection for Kernel Density Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  7. Semiparametric Localized Bandwidth Selection in Kernel Density Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  8. Semiparametric Model Selection in Panel Data Models with Deterministic Trends and Cross-Sectional Dependence
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  9. Semiparametric Single-Index Panel Data Models with Cross-Sectional Dependence
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article Semiparametric single-index panel data models with cross-sectional dependence, Journal of Econometrics, Elsevier (2015) Downloads View citations (25) (2015)
  10. Specification Testing in Nonstationary Time Series Models
    Discussion Papers, Department of Economics, University of York Downloads
    See also Journal Article Specification testing in nonstationary time series models, Econometrics Journal, Royal Economic Society (2015) Downloads View citations (5) (2015)
  11. Specification Testing in Structural Nonparametric Cointegration
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)

2013

  1. Bayesian Bandwidth Selection in Nonparametric Time-Varying Coefficient Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  2. Estimating Smooth Structural Change in Cointegration Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
    Also in Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University (2013) Downloads View citations (4)

    See also Journal Article Estimating smooth structural change in cointegration models, Journal of Econometrics, Elsevier (2017) Downloads View citations (41) (2017)
  3. Functional Coefficient Nonstationary Regression
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University Downloads View citations (10)
  4. Functional Coefficient Nonstationary Regression with Non- and Semi-Parametric Cointegration
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (9)
  5. Hermite Series Estimation in Nonlinear Cointegrating Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  6. Inference on Nonstationary Time Series with Moving Mean
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article INFERENCE ON NONSTATIONARY TIME SERIES WITH MOVING MEAN, Econometric Theory, Cambridge University Press (2016) Downloads View citations (2) (2016)
  7. Non- and Semi-Parametric Panel Data Models: A Selective Review
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  8. Nonparametric Estimation and Parametric Calibration of Time-Varying Coefficient Realized Volatility Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)
  9. Orthogonal Expansion of Levy Process Functionals: Theory and Practice
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  10. Semi-parametric Analysis of Shape-Invariant Engel Curves with Control Function Approach
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
  11. Testing Independence for a Large Number of High Dimensional Random Vectors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  12. Uniform Consistency for Nonparametric Estimators in Null Recurrent Time Series
    CREATES Research Papers, Department of Economics and Business Economics, Aarhus University Downloads View citations (6)
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2011) Downloads View citations (1)
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy (2009) Downloads View citations (2)

    See also Journal Article UNIFORM CONSISTENCY FOR NONPARAMETRIC ESTIMATORS IN NULL RECURRENT TIME SERIES, Econometric Theory, Cambridge University Press (2015) Downloads View citations (10) (2015)
  13. Uniform Consistency of Nonstationary Kernel-Weighted Sample Covariances for Nonparametric Regression
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University Downloads
    Also in Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics (2013) Downloads

    See also Journal Article UNIFORM CONSISTENCY OF NONSTATIONARY KERNEL-WEIGHTED SAMPLE COVARIANCES FOR NONPARAMETRIC REGRESSION, Econometric Theory, Cambridge University Press (2016) Downloads View citations (7) (2016)

2012

  1. An Improved Nonparametric Unit-Root Test
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
  2. Expansion of Lévy Process Functionals and Its Application in Statistical Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  3. Identification, Estimation and Specification in a Class of Semi-Linear Time Series Models
    MPRA Paper, University Library of Munich, Germany Downloads View citations (2)
  4. Identification, Estimation and Specification in a Class of Semiparametic Time Series Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (1)
  5. Independence Test for High Dimensional Random Vectors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  6. Model Specification between Parametric and Nonparametric Cointegration
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (4)
  7. Nonlinear Regression with Harris Recurrent Markov Chains
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  8. Semiparametric Methods in Nonlinear Time Series Analysis: A Selective Review
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
    See also Journal Article Semiparametric methods in nonlinear time series analysis: a selective review, Journal of Nonparametric Statistics, Taylor & Francis Journals (2014) Downloads (2014)
  9. Solving Replication Problems in Complete Market by Orthogonal Series Expansion
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
    See also Journal Article Solving replication problems in a complete market by orthogonal series expansion, The North American Journal of Economics and Finance, Elsevier (2013) Downloads View citations (5) (2013)
  10. Specification Testing Driven by Orthogonal Series in Nonstationary Time Series Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (3)

2011

  1. A New Test in Parametric Linear Models against Nonparametric Autoregressive Errors
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (2)
  2. Estimation in Partially Linear Single-Index Panel Data Models with Fixed Effects
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
    See also Journal Article Estimation in Partially Linear Single-Index Panel Data Models With Fixed Effects, Journal of Business & Economic Statistics, Taylor & Francis Journals (2013) Downloads View citations (29) (2013)
  3. Estimation in Single-Index Panel Data Models with Heterogeneous Link Functions
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
    Also in School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy (2010) Downloads View citations (4)

    See also Journal Article Estimation in Single-Index Panel Data Models with Heterogeneous Link Functions, Econometric Reviews, Taylor & Francis Journals (2013) Downloads View citations (11) (2013)
  4. Estimation in threshold autoregressive models with a stationary and a unit root regime
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (6)
    See also Journal Article Estimation in threshold autoregressive models with a stationary and a unit root regime, Journal of Econometrics, Elsevier (2013) Downloads View citations (13) (2013)
  5. Expansion of Brownian Motion Functionals and Its Application in Econometric Estimation
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  6. Nonparametric Kernel Testing in Semiparametric Autoregressive Conditional Duration Model
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads
  7. Semiparametric Estimation in Multivariate Nonstationary Time Series Models
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
  8. Semiparametric Trending Panel Data Models with Cross-Sectional Dependence
    Monash Econometrics and Business Statistics Working Papers, Monash University, Department of Econometrics and Business Statistics Downloads View citations (5)
    Also in School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy (2010) Downloads View citations (8)

    See also Journal Article Semiparametric trending panel data models with cross-sectional dependence, Journal of Econometrics, Elsevier (2012) Downloads View citations (59) (2012)

2010

  1. Estimation in Semiparametric Time Series Regression
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (6)
  2. Nonparametric Time-Varying Coefficient Panel Data Models with Fixed Effects
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (8)
    See also Journal Article Non‐parametric time‐varying coefficient panel data models with fixed effects, Econometrics Journal, Royal Economic Society (2011) Downloads View citations (78) (2011)
  3. Semiparametric Estimation in Simultaneous Equations of Time Series Models
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (2)
  4. Semiparametric Estimation in Time Series of Simultaneous Equations
    Cowles Foundation Discussion Papers, Cowles Foundation for Research in Economics, Yale University Downloads View citations (2)
  5. Simultaneous Testing of Mean and Variance Structures in Nonlinear Time Series Models
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads

2009

  1. A New Diagnostic Test for Cross-Section Independence in Nonparametric Panel Data Model
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (9)
  2. Bandwidth Selection in Nonparametric Kernel Testing
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (10)
    See also Journal Article Bandwidth Selection in Nonparametric Kernel Testing, Journal of the American Statistical Association, American Statistical Association (2008) Downloads View citations (56) (2008)
  3. Estimation in Threshold Autoregressive Models with Nonstationarity
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads
  4. Nonparametric Specification Testing for Nonlinear Time Series with Nonstationarity
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (29)
    See also Journal Article NONPARAMETRIC SPECIFICATION TESTING FOR NONLINEAR TIME SERIES WITH NONSTATIONARITY, Econometric Theory, Cambridge University Press (2009) Downloads View citations (35) (2009)
  5. Semiparametric Regression Estimation in Null Recurrent Nonlinear Time Series
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (5)
  6. Specification Testing in Nonlinear Time Series with Long-Range Dependence
    School of Economics and Public Policy Working Papers, University of Adelaide, School of Economics and Public Policy Downloads View citations (5)
    See also Journal Article SPECIFICATION TESTING IN NONLINEAR TIME SERIES WITH LONG-RANGE DEPENDENCE, Econometric Theory, Cambridge University Press (2011) Downloads View citations (4) (2011)

2007

  1. A test for model specification of diffusion processes
    MPRA Paper, University Library of Munich, Germany Downloads View citations (17)
  2. Bandwidth selection for nonparametric kernel testing
    MPRA Paper, University Library of Munich, Germany Downloads
  3. Central limit theorems for weighted quadratic forms of dependent processes with applications in specification testing
    MPRA Paper, University Library of Munich, Germany Downloads View citations (2)
  4. Econometric estimation in long-range dependent volatility models: Theory and practice
    MPRA Paper, University Library of Munich, Germany Downloads View citations (1)
    See also Journal Article Econometric estimation in long-range dependent volatility models: Theory and practice, Journal of Econometrics, Elsevier (2008) Downloads View citations (16) (2008)
  5. Econometric modelling in finance and risk management: An overview
    MPRA Paper, University Library of Munich, Germany Downloads View citations (1)
    See also Journal Article Econometric modelling in finance and risk management: An overview, Journal of Econometrics, Elsevier (2008) Downloads (2008)
  6. Nonlinear time series: semiparametric and nonparametric methods
    MPRA Paper, University Library of Munich, Germany Downloads View citations (116)
  7. Specification testing in discretized diffusion models: Theory and practice
    MPRA Paper, University Library of Munich, Germany Downloads View citations (1)
    See also Journal Article Specification testing in discretized diffusion models: Theory and practice, Journal of Econometrics, Elsevier (2008) Downloads View citations (7) (2008)

2006

  1. Estimation and model specification testing in nonparametric and semiparametric econometric models
    MPRA Paper, University Library of Munich, Germany Downloads View citations (1)
  2. Semiparametric penalty function method in partially linear model selection
    MPRA Paper, University Library of Munich, Germany Downloads View citations (1)
  3. Semiparametric spatial regression: theory and practice
    MPRA Paper, University Library of Munich, Germany Downloads View citations (12)

2005

  1. Empirical comparisons in short-term interest rate models using nonparametric methods
    MPRA Paper, University Library of Munich, Germany Downloads View citations (2)
    See also Journal Article Empirical Comparisons in Short-Term Interest Rate Models Using Nonparametric Methods, Journal of Financial Econometrics, Oxford University Press (2006) Downloads View citations (31) (2006)
  2. Estimation in semiparametric spatial regression
    MPRA Paper, University Library of Munich, Germany Downloads
    Also in MPRA Paper, University Library of Munich, Germany (2003) Downloads View citations (6)

2004

  1. Model Specification Testing in Nonparametric and Semiparametric Time Series Econometric Models
    Econometric Society 2004 North American Winter Meetings, Econometric Society View citations (4)
  2. Nonparametric and semiparametric regression model selection
    MPRA Paper, University Library of Munich, Germany Downloads View citations (2)

2003

  1. Modeling long-range dependent Gaussian processes with application in continuous-time financial models
    MPRA Paper, University Library of Munich, Germany Downloads

2001

  1. Statistical estimation of nonstationaryGaussian processes with long-range dependence and intermittency
    MPRA Paper, University Library of Munich, Germany Downloads
    See also Journal Article Statistical estimation of nonstationary Gaussian processes with long-range dependence and intermittency, Stochastic Processes and their Applications, Elsevier (2002) Downloads View citations (6) (2002)

2000

  1. Partially linear models
    MPRA Paper, University Library of Munich, Germany Downloads View citations (179)

1994

  1. Asymptotic theory for partly linear models
    MPRA Paper, University Library of Munich, Germany Downloads View citations (8)

Journal Articles

2024

  1. Estimation, Inference, and Empirical Analysis for Time-Varying VAR Models
    Journal of Business & Economic Statistics, 2024, 42, (1), 310-321 Downloads
  2. Forecasting a Nonstationary Time Series Using a Mixture of Stationary and Nonstationary Factors as Predictors
    Journal of Business & Economic Statistics, 2024, 42, (1), 122-134 Downloads
  3. Semi-parametric single-index predictive regression models with cointegrated regressors
    Journal of Econometrics, 2024, 238, (1) Downloads
  4. Time-varying multivariate causal processes
    Journal of Econometrics, 2024, 240, (1) Downloads
    See also Working Paper Time-Varying Multivariate Causal Processes, Papers (2022) Downloads (2022)

2023

  1. Binary response models for heterogeneous panel data with interactive fixed effects
    Journal of Econometrics, 2023, 235, (2), 1654-1679 Downloads View citations (1)
    See also Working Paper Binary Response Models for Heterogeneous Panel Data with Interactive Fixed Effects, Papers (2021) Downloads (2021)
  2. Estimating the effect of an EU-ETS type scheme in Australia using a synthetic treatment approach
    Energy Economics, 2023, 125, (C) Downloads View citations (2)
    See also Working Paper Estimating the Effect of an EU-ETS Type Scheme in Australia Using a Synthetic Treatment Approach, Monash Econometrics and Business Statistics Working Papers (2022) Downloads (2022)
  3. High dimensional semiparametric moment restriction models
    Journal of Econometrics, 2023, 232, (2), 320-345 Downloads View citations (1)
    See also Working Paper High Dimensional Semiparametric Moment Restriction Models, Cambridge Working Papers in Economics (2018) Downloads View citations (3) (2018)
  4. Most powerful test against a sequence of high dimensional local alternatives
    Journal of Econometrics, 2023, 234, (1), 151-177 Downloads

2022

  1. An integrated panel data approach to modelling economic growth
    Journal of Econometrics, 2022, 228, (2), 379-397 Downloads View citations (5)
    See also Working Paper An Integrated Panel Data Approach to Modelling Economic Growth, Papers (2019) Downloads (2019)
  2. Chaohua Dong, Jiti Gao and Oliver Linton’s contribution to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes
    Journal of the Royal Statistical Society Series B, 2022, 84, (3), 707-708 Downloads
  3. Global temperatures and greenhouse gases: A common features approach
    Journal of Econometrics, 2022, 230, (2), 240-254 Downloads View citations (8)
    See also Working Paper Global Temperatures and Greenhouse Gases: A Common Features Approach, Monash Econometrics and Business Statistics Working Papers (2019) Downloads (2019)
  4. Semiparametric Spatial Autoregressive Panel Data Model with Fixed Effects and Time-Varying Coefficients
    Journal of Business & Economic Statistics, 2022, 40, (4), 1784-1802 Downloads View citations (1)
    See also Working Paper Semiparametric Spatial Autoregressive Panel Data Model with Fixed Effects and Time-Varying Coefficients, MPRA Paper (2021) Downloads (2021)

2021

  1. A panel data model of length of stay in hospitals for hip replacements
    Econometric Reviews, 2021, 40, (7), 688-707 Downloads View citations (1)
  2. Estimation and inference in semiparametric quantile factor models
    Journal of Econometrics, 2021, 222, (1), 295-323 Downloads View citations (11)
    See also Working Paper Estimation and inference in semiparametric quantile factor models, Monash Econometrics and Business Statistics Working Papers (2017) Downloads View citations (4) (2017)
  3. Local logit regression for loan recovery rate
    Journal of Banking & Finance, 2021, 126, (C) Downloads View citations (4)
  4. On income and price elasticities for energy demand: A panel data study
    Energy Economics, 2021, 96, (C) Downloads View citations (9)
    See also Working Paper On Income and Price Elasticities for Energy Demand: A Panel Data Study, Monash Econometrics and Business Statistics Working Papers (2020) Downloads View citations (1) (2020)
  5. Recursive estimation in large panel data models: Theory and practice
    Journal of Econometrics, 2021, 224, (2), 439-465 Downloads View citations (14)
    See also Working Paper Recursive estimation in large panel data models: Theory and practice, Monash Econometrics and Business Statistics Working Papers (2017) Downloads View citations (8) (2017)
  6. Time‐varying income elasticities of healthcare expenditure for the OECD and Eurozone
    Journal of Applied Econometrics, 2021, 36, (3), 328-345 Downloads View citations (11)
    See also Working Paper Time-Varying Income Elasticities of Healthcare Expenditure for the OECD and Eurozone, Monash Econometrics and Business Statistics Working Papers (2019) Downloads View citations (2) (2019)
  7. Varying-Coefficient Panel Data Models With Nonstationarity and Partially Observed Factor Structure
    Journal of Business & Economic Statistics, 2021, 39, (3), 700-711 Downloads View citations (11)

2020

  1. INFERENCE ON A SEMIPARAMETRIC MODEL WITH GLOBAL POWER LAW AND LOCAL NONPARAMETRIC TRENDS
    Econometric Theory, 2020, 36, (2), 223-249 Downloads View citations (5)
    See also Working Paper Inference on a semiparametric model with global power law and local nonparametric trends, CeMMAP working papers (2018) Downloads (2018)
  2. Kernel-based Inference in Time-Varying Coefficient Cointegrating Regression
    Journal of Econometrics, 2020, 215, (2), 607-632 Downloads View citations (5)
    See also Working Paper Kernel-Based Inference In Time-Varying Coefficient Cointegrating Regression, Cowles Foundation Discussion Papers (2017) Downloads (2017)
  3. On endogeneity and shape invariance in extended partially linear single index models
    Econometric Reviews, 2020, 39, (4), 415-435 Downloads
    See also Working Paper On endogeneity and shape invariance in extended partially linear single index models, Monash Econometrics and Business Statistics Working Papers (2018) Downloads (2018)

2019

  1. Bayesian Bandwidth Estimation in Nonparametric Time-Varying Coefficient Models
    Journal of Business & Economic Statistics, 2019, 37, (1), 1-12 Downloads
    See also Working Paper Bayesian Bandwidth Estimation In Nonparametric Time-Varying Coefficient Models, Monash Econometrics and Business Statistics Working Papers (2015) Downloads View citations (2) (2015)
  2. Estimation in a semiparametric panel data model with nonstationarity
    Econometric Reviews, 2019, 38, (8), 961-977 Downloads View citations (2)
  3. Expansion and estimation of Lévy process functionals in nonlinear and nonstationary time series regression
    Econometric Reviews, 2019, 38, (2), 125-150 Downloads View citations (3)
  4. Nonparametric localized bandwidth selection for Kernel density estimation
    Econometric Reviews, 2019, 38, (7), 733-762 Downloads
    See also Working Paper Nonparametric Localized Bandwidth Selection for Kernel Density Estimation, Monash Econometrics and Business Statistics Working Papers (2016) Downloads (2016)
  5. Regime switching panel data models with interactive fixed effects
    Economics Letters, 2019, 177, (C), 47-51 Downloads View citations (2)
    See also Working Paper Regime switching panel data models with interative fixed effects, Monash Econometrics and Business Statistics Working Papers (2018) Downloads View citations (1) (2018)

2018

  1. A frequentist approach to Bayesian asymptotics
    Journal of Econometrics, 2018, 206, (2), 359-378 Downloads View citations (1)
  2. A quantile regression approach to panel data analysis of health‐care expenditure in Organisation for Economic Co‐operation and Development countries
    Health Economics, 2018, 27, (12), 1921-1944 Downloads View citations (3)
  3. Estimation of technical change and price elasticities: a categorical time–varying coefficient approach
    Journal of Productivity Analysis, 2018, 50, (3), 117-138 Downloads
    See also Working Paper Estimation of Technical Change and Price Elasticities: A Categorical Time-varying Coefficient Approach, Monash Econometrics and Business Statistics Working Papers (2016) Downloads (2016)
  4. Nonparametric Estimation and Forecasting for Time-Varying Coefficient Realized Volatility Models
    Journal of Business & Economic Statistics, 2018, 36, (1), 88-100 Downloads View citations (20)
  5. SPECIFICATION TESTING DRIVEN BY ORTHOGONAL SERIES FOR NONLINEAR COINTEGRATION WITH ENDOGENEITY
    Econometric Theory, 2018, 34, (4), 754-789 Downloads View citations (9)

2017

  1. A New Class of Bivariate Threshold Cointegration Models
    Journal of Business & Economic Statistics, 2017, 35, (2), 288-305 Downloads View citations (4)
    See also Working Paper A New Class of Bivariate Threshold Cointegration Models, Monash Econometrics and Business Statistics Working Papers (2015) Downloads View citations (1) (2015)
  2. A varying-coefficient panel data model with fixed effects: Theory and an application to US commercial banks
    Journal of Econometrics, 2017, 196, (1), 68-82 Downloads View citations (23)
    See also Working Paper A Varying-Coefficient Panel Data Model with Fixed Effects: Theory and an Application to U.S. Commercial Banks, Monash Econometrics and Business Statistics Working Papers (2015) Downloads View citations (5) (2015)
  3. Estimating smooth structural change in cointegration models
    Journal of Econometrics, 2017, 196, (1), 180-195 Downloads View citations (41)
    See also Working Paper Estimating Smooth Structural Change in Cointegration Models, Monash Econometrics and Business Statistics Working Papers (2013) Downloads View citations (4) (2013)
  4. High dimensional correlation matrices: the central limit theorem and its applications
    Journal of the Royal Statistical Society Series B, 2017, 79, (3), 677-693 Downloads View citations (6)
  5. Specification testing for nonlinear multivariate cointegrating regressions
    Journal of Econometrics, 2017, 200, (1), 104-117 Downloads View citations (10)
    See also Working Paper Specification Testing for Nonlinear Multivariate Cointegrating Regressions, Monash Econometrics and Business Statistics Working Papers (2016) Downloads (2016)

2016

  1. INFERENCE ON NONSTATIONARY TIME SERIES WITH MOVING MEAN
    Econometric Theory, 2016, 32, (2), 431-457 Downloads View citations (2)
    See also Working Paper Inference on Nonstationary Time Series with Moving Mean, Monash Econometrics and Business Statistics Working Papers (2013) Downloads (2013)
  2. UNIFORM CONSISTENCY OF NONSTATIONARY KERNEL-WEIGHTED SAMPLE COVARIANCES FOR NONPARAMETRIC REGRESSION
    Econometric Theory, 2016, 32, (3), 655-685 Downloads View citations (7)
    See also Working Paper Uniform Consistency of Nonstationary Kernel-Weighted Sample Covariances for Nonparametric Regression, Cowles Foundation Discussion Papers (2013) Downloads (2013)

2015

  1. A misspecification test for multiplicative error models of non-negative time series processes
    Journal of Econometrics, 2015, 189, (2), 346-359 Downloads View citations (9)
  2. Semiparametric Autoregressive Conditional Duration Model: Theory and Practice
    Econometric Reviews, 2015, 34, (6-10), 849-881 Downloads View citations (4)
  3. Semiparametric single-index panel data models with cross-sectional dependence
    Journal of Econometrics, 2015, 188, (1), 301-312 Downloads View citations (25)
    See also Working Paper Semiparametric Single-Index Panel Data Models with Cross-Sectional Dependence, Monash Econometrics and Business Statistics Working Papers (2014) Downloads (2014)
  4. Specification testing in nonstationary time series models
    Econometrics Journal, 2015, 18, (1), 117-136 Downloads View citations (5)
    See also Working Paper Specification Testing in Nonstationary Time Series Models, Discussion Papers (2014) Downloads (2014)
  5. UNIFORM CONSISTENCY FOR NONPARAMETRIC ESTIMATORS IN NULL RECURRENT TIME SERIES
    Econometric Theory, 2015, 31, (5), 911-952 Downloads View citations (10)
    See also Working Paper Uniform Consistency for Nonparametric Estimators in Null Recurrent Time Series, CREATES Research Papers (2013) Downloads View citations (6) (2013)

2014

  1. Semiparametric methods in nonlinear time series analysis: a selective review
    Journal of Nonparametric Statistics, 2014, 26, (1), 141-169 Downloads
    See also Working Paper Semiparametric Methods in Nonlinear Time Series Analysis: A Selective Review, Monash Econometrics and Business Statistics Working Papers (2012) Downloads (2012)
  2. Testing Independence Among a Large Number of High-Dimensional Random Vectors
    Journal of the American Statistical Association, 2014, 109, (506), 600-612 Downloads View citations (12)

2013

  1. Estimation in Partially Linear Single-Index Panel Data Models With Fixed Effects
    Journal of Business & Economic Statistics, 2013, 31, (3), 315-330 Downloads View citations (29)
    See also Working Paper Estimation in Partially Linear Single-Index Panel Data Models with Fixed Effects, Monash Econometrics and Business Statistics Working Papers (2011) Downloads View citations (5) (2011)
  2. Estimation in Single-Index Panel Data Models with Heterogeneous Link Functions
    Econometric Reviews, 2013, 32, (8), 928-955 Downloads View citations (11)
    See also Working Paper Estimation in Single-Index Panel Data Models with Heterogeneous Link Functions, Monash Econometrics and Business Statistics Working Papers (2011) Downloads View citations (5) (2011)
  3. Estimation in threshold autoregressive models with a stationary and a unit root regime
    Journal of Econometrics, 2013, 172, (1), 1-13 Downloads View citations (13)
    See also Working Paper Estimation in threshold autoregressive models with a stationary and a unit root regime, Monash Econometrics and Business Statistics Working Papers (2011) Downloads View citations (6) (2011)
  4. Semiparametric estimation in triangular system equations with nonstationarity
    Journal of Econometrics, 2013, 176, (1), 59-79 Downloads View citations (28)
  5. Solving replication problems in a complete market by orthogonal series expansion
    The North American Journal of Economics and Finance, 2013, 25, (C), 306-317 Downloads View citations (5)
    See also Working Paper Solving Replication Problems in Complete Market by Orthogonal Series Expansion, Monash Econometrics and Business Statistics Working Papers (2012) Downloads View citations (5) (2012)

2012

  1. A NEW DIAGNOSTIC TEST FOR CROSS-SECTION UNCORRELATEDNESS IN NONPARAMETRIC PANEL DATA MODELS
    Econometric Theory, 2012, 28, (5), 1144-1163 Downloads View citations (32)
  2. Comments on: Some recent theory for autoregressive count time series
    TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, 2012, 21, (3), 459-463 Downloads
  3. Semiparametric trending panel data models with cross-sectional dependence
    Journal of Econometrics, 2012, 171, (1), 71-85 Downloads View citations (59)
    See also Working Paper Semiparametric Trending Panel Data Models with Cross-Sectional Dependence, Monash Econometrics and Business Statistics Working Papers (2011) Downloads View citations (5) (2011)

2011

  1. Non‐parametric time‐varying coefficient panel data models with fixed effects
    Econometrics Journal, 2011, 14, (3), 387-408 Downloads View citations (78)
    See also Working Paper Nonparametric Time-Varying Coefficient Panel Data Models with Fixed Effects, School of Economics and Public Policy Working Papers (2010) Downloads View citations (8) (2010)
  2. SIMULTANEOUS SPECIFICATION TESTING OF MEAN AND VARIANCE STRUCTURES IN NONLINEAR TIME SERIES REGRESSION
    Econometric Theory, 2011, 27, (4), 792-843 Downloads View citations (2)
  3. SPECIFICATION TESTING IN NONLINEAR TIME SERIES WITH LONG-RANGE DEPENDENCE
    Econometric Theory, 2011, 27, (2), 260-284 Downloads View citations (4)
    See also Working Paper Specification Testing in Nonlinear Time Series with Long-Range Dependence, School of Economics and Public Policy Working Papers (2009) Downloads View citations (5) (2009)

2009

  1. Local Linear M‐estimation in non‐parametric spatial regression
    Journal of Time Series Analysis, 2009, 30, (3), 286-314 Downloads View citations (6)
  2. Modelling and managing financial risk: An overview
    Mathematics and Computers in Simulation (MATCOM), 2009, 79, (8), 2521-2524 Downloads View citations (3)
  3. NONPARAMETRIC SPECIFICATION TESTING FOR NONLINEAR TIME SERIES WITH NONSTATIONARITY
    Econometric Theory, 2009, 25, (6), 1869-1892 Downloads View citations (35)
    See also Working Paper Nonparametric Specification Testing for Nonlinear Time Series with Nonstationarity, School of Economics and Public Policy Working Papers (2009) Downloads View citations (29) (2009)

2008

  1. Bandwidth Selection in Nonparametric Kernel Testing
    Journal of the American Statistical Association, 2008, 103, (484), 1584-1594 Downloads View citations (56)
    See also Working Paper Bandwidth Selection in Nonparametric Kernel Testing, School of Economics and Public Policy Working Papers (2009) Downloads View citations (10) (2009)
  2. Central limit theorems for generalized -statistics with applications in nonparametric specification
    Journal of Nonparametric Statistics, 2008, 20, (1), 61-76 Downloads View citations (4)
  3. Econometric estimation in long-range dependent volatility models: Theory and practice
    Journal of Econometrics, 2008, 147, (1), 72-83 Downloads View citations (16)
    See also Working Paper Econometric estimation in long-range dependent volatility models: Theory and practice, MPRA Paper (2007) Downloads View citations (1) (2007)
  4. Econometric modelling in finance and risk management: An overview
    Journal of Econometrics, 2008, 147, (1), 1-4 Downloads
    See also Working Paper Econometric modelling in finance and risk management: An overview, MPRA Paper (2007) Downloads View citations (1) (2007)
  5. Moment inequalities for spatial processes
    Statistics & Probability Letters, 2008, 78, (6), 687-697 Downloads View citations (3)
  6. Nonparametric simultaneous testing for structural breaks
    Journal of Econometrics, 2008, 143, (1), 123-142 Downloads View citations (9)
  7. Specification testing in discretized diffusion models: Theory and practice
    Journal of Econometrics, 2008, 147, (1), 131-140 Downloads View citations (7)
    See also Working Paper Specification testing in discretized diffusion models: Theory and practice, MPRA Paper (2007) Downloads View citations (1) (2007)

2007

  1. An adaptive empirical likelihood test for parametric time series regression models
    Journal of Econometrics, 2007, 141, (2), 950-972 Downloads View citations (19)
  2. Nonparametric Methods in Continuous Time Model Specification
    Econometric Reviews, 2007, 26, (1), 91-106 Downloads

2006

  1. Empirical Comparisons in Short-Term Interest Rate Models Using Nonparametric Methods
    Journal of Financial Econometrics, 2006, 4, (2), 310-345 Downloads View citations (31)
    See also Working Paper Empirical comparisons in short-term interest rate models using nonparametric methods, MPRA Paper (2005) Downloads View citations (2) (2005)
  2. Semiparametric estimation and testing of the trend of temperature series
    Econometrics Journal, 2006, 9, (2), 332-355 View citations (37)

2005

  1. Dynamic investigation into the predictability of Australian industrial stock returns: Using financial and economic information
    Pacific-Basin Finance Journal, 2005, 13, (2), 225-245 Downloads View citations (7)

2004

  1. ADAPTIVE TESTING IN CONTINUOUS-TIME DIFFUSION MODELS
    Econometric Theory, 2004, 20, (5), 844-882 Downloads View citations (28)
  2. Computer-Intensive Time-Varying Model Approach to the Systematic Risk of Australian Industrial Stock Returns
    Australian Journal of Management, 2004, 29, (1), 121-145 Downloads View citations (9)
  3. Semiparametric non‐linear time series model selection
    Journal of the Royal Statistical Society Series B, 2004, 66, (2), 321-336 Downloads View citations (9)

2002

  1. Model Specification Tests in Nonparametric Stochastic Regression Models
    Journal of Multivariate Analysis, 2002, 83, (2), 324-359 Downloads View citations (20)
  2. Statistical estimation of nonstationary Gaussian processes with long-range dependence and intermittency
    Stochastic Processes and their Applications, 2002, 99, (2), 295-321 Downloads View citations (6)
    See also Working Paper Statistical estimation of nonstationaryGaussian processes with long-range dependence and intermittency, MPRA Paper (2001) Downloads (2001)

2001

  1. Parameter Estimation of Stochastic Processes with Long‐range Dependence and Intermittency
    Journal of Time Series Analysis, 2001, 22, (5), 517-535 Downloads View citations (9)

2000

  1. A central limit theorem for a random quadratic form of strictly stationary processes
    Statistics & Probability Letters, 2000, 49, (1), 69-79 Downloads View citations (6)

1997

  1. Statistical Inference in Single-Index and Partially Nonlinear Models
    Annals of the Institute of Statistical Mathematics, 1997, 49, (3), 493-517 Downloads View citations (16)

1995

  1. Asymptotic normality of pseudo-LS estimator for partly linear autoregression models
    Statistics & Probability Letters, 1995, 23, (1), 27-34 Downloads View citations (1)
  2. The laws of the iterated logarithm of some estimates in partly linear models
    Statistics & Probability Letters, 1995, 25, (2), 153-162 Downloads View citations (13)

Chapters

2023

  1. Non-Stationary Parametric Single-Index Predictive Models: Simulation and Empirical Studies
    A chapter in Essays in Honor of Joon Y. Park: Econometric Theory, 2023, vol. 45A, pp 349-365 Downloads

2020

  1. The Determinants of Health Care Expenditure and Trends: A Semiparametric Panel Data Analysis of OECD Countries
    A chapter in Essays in Honor of Cheng Hsiao, 2020, vol. 41, pp 191-216 Downloads

2014

  1. Specification Testing in Parametric Trending Models with Unknown Errors
    A chapter in Essays in Honor of Peter C. B. Phillips, 2014, vol. 33, pp 151-202 Downloads View citations (1)
 
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