Details about Takahiro Hoshino

Access statistics for papers by Takahiro Hoshino.

Last updated 2025-04-07. Update your information in the RePEc Author Service.

Short-id: pho810

Working Papers

2024

1. CAUSAL INFERENCE WITH AUXILIARY OBSERVATIONS
   Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
2. Empirical Validation of the Attraction Effect Using Randomized Field Experiments: Real-World Evidence of Contextual Decision-Making Bias
   Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University

2022

3. Comparing data gathered in an online and a laboratory experiment using the Trustlab platform
   ISER Discussion Paper, Institute of Social and Economic Research, The University of Osaka View citations (3)
4. Mobile Targeting: Exploring the Role of Area Familiarity, Store Knowledge, and Promotional Incentives
   Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University
5. Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions
   Papers, arXiv.org

2020

6. Efficiency and resistance to extinction of lottery-based incentives in human: Survey response behavior in 12-week real-world field experiment
   Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
7. Nudging Preventive Behaviors in COVID-19 Crisis: A Large Scale RCT using Smartphone Advertising
   Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University View citations (4)
8. Semiparametric Bayesian Instrumental Variables Estimation for Nonignorable Missing Instruments
   Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University
9. Unplanned Purchase of New Products
   Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University
   See also Journal Article Unplanned purchase of new products, Journal of Retailing and Consumer Services, Elsevier (2021) View citations (4) (2021)

2019

10. Doubly Robust-type Estimation of Population Moments and Parameters in Biased Sampling
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
11. Regression Discontinuity Design with Multiple Groups for Heterogeneous Causal Effect Estimation
    Papers, arXiv.org View citations (1)
12. Semiparametric estimation of heterogeneous treatment effects under the nonignorable assignment condition
    Papers, arXiv.org

2018

13. A Bayesian Gamma Frailty Model Using the Sum of Independent Random Variables: Application of the Estimation of an Interpurchase Timing Model
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
14. Identification of heterogeneous treatment effects as a function of potential untreated outcome under the nonignorable assignment condition
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
15. Semiparametric Bayes Instrumental Variable Estimation with Many Weak Instruments
    Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University View citations (1)
16. Semiparametric Bayes Multiple Imputation for Regression Models with Missing Mixed Continuous-Discrete Covariates
    Discussion Paper Series, Research Institute for Economics & Business Administration, Kobe University View citations (1)

2017

17. Bayesian Data Combination Approach for Repeated Durations under Unobserved Missing Indicators: Application to Interpurchase-Timing in Marketing
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
    See also Journal Article A Bayesian data combination approach for repeated durations under unobserved missing indicators: Application to interpurchase-timing in marketing, Computational Statistics & Data Analysis, Elsevier (2018) View citations (4) (2018)
18. Quasi-Bayesian Inference for Latent Variable Models with External Information: Application to generalized linear mixed models for biased data
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University View citations (2)
19. Semiparametric Quasi-Bayesian Inference with Dirichlet Process Priors: Application to Nonignorable Missing Responses
    Keio-IES Discussion Paper Series, Institute for Economics Studies, Keio University
20. The Prospects of Achievement Tests to Measure the Cognitive Skills of School-aged Children: The role of achievement tests to implement evidence-based policy making in education (Japanese)
    Policy Discussion Papers (Japanese), Research Institute of Economy, Trade and Industry (RIETI)

Journal Articles

2024

1. Quantifying the short- and long-term effects of promotional incentives in a loyalty program: Evidence from birthday rewards in a large retail company
   Journal of Retailing and Consumer Services, 2024, 81, (C)

2022

2. Joint modeling of effects of customer tier program on customer purchase duration and purchase amount
   Journal of Retailing and Consumer Services, 2022, 66, (C) View citations (1)

2021

3. Dynamic Two Stage Modeling for Category-Level and Brand-Level Purchases Using Potential Outcome Approach With Bayes Inference
   Journal of Business & Economic Statistics, 2021, 39, (3), 622-635 View citations (4)
4. Unplanned purchase of new products
   Journal of Retailing and Consumer Services, 2021, 59, (C) View citations (4)
   See also Working Paper Unplanned Purchase of New Products, Discussion Paper Series (2020) (2020)

2020

5. Semiparametric Bayesian multiple imputation for regression models with missing mixed continuous–discrete covariates
   Annals of the Institute of Statistical Mathematics, 2020, 72, (3), 803-825 View citations (1)

2018

6. A Bayesian data combination approach for repeated durations under unobserved missing indicators: Application to interpurchase-timing in marketing
   Computational Statistics & Data Analysis, 2018, 126, (C), 150-166 View citations (4)
   See also Working Paper Bayesian Data Combination Approach for Repeated Durations under Unobserved Missing Indicators: Application to Interpurchase-Timing in Marketing, Keio-IES Discussion Paper Series (2017) (2017)

2015

7. Developmental Trajectories of Social Skills during Early Childhood and Links to Parenting Practices in a Japanese Sample
   PLOS ONE, 2015, 10, (8), 1-14

2013

8. Semiparametric Bayesian Estimation for Marginal Parametric Potential Outcome Modeling: Application to Causal Inference
   Journal of the American Statistical Association, 2013, 108, (504), 1189-1204 View citations (7)

2009

9. A New Concurrent Calibration Method for Nonequivalent Group Design under Nonrandom Assignment
   Psychometrika, 2009, 74, (1), 1-19 View citations (1)

2008

10. A Bayesian propensity score adjustment for latent variable modeling and MCMC algorithm
    Computational Statistics & Data Analysis, 2008, 52, (3), 1413-1429 View citations (11)
11. Allometric extension model for conditional distributions
    Journal of Multivariate Analysis, 2008, 99, (9), 1985-1998 View citations (1)
12. Bayesian significance testing and multiple comparisons from MCMC outputs
    Computational Statistics & Data Analysis, 2008, 52, (7), 3543-3559 View citations (1)

2007

13. Doubly Robust-Type Estimation for Covariate Adjustment in Latent Variable Modeling
    Psychometrika, 2007, 72, (4), 535-549 View citations (4)

2006

14. A Propensity Score Adjustment for Multiple Group Structural Equation Modeling
    Psychometrika, 2006, 71, (4), 691-712 View citations (4)