Journal of Applied Statistics

1997 - 2018

Current editor(s): Robert Aykroyd

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Volume 45, issue 12, 2018

A maximum likelihood estimator for left-truncated lifetimes based on probabilistic prior information about time of occurrence pp. 2107-2127

Rubén Manso, Rafael Calama, Marta Pardos and Mathieu Fortin

Varying-coefficient single-index measurement error model pp. 2128-2144

Xin Zhao and Zhensheng Huang

Bayesian inference on contingency tables with uncertainty about independence for small areas pp. 2145-2163

Sang Gyu Kwak, Balgobin Nandram and Dal Ho Kim

Heteroskedastic linear regression model with compositional response and covariates pp. 2164-2181

Jiajia Chen, Xiaoqin Zhang and Shengjia Li

Skew-mixed effects model for multivariate longitudinal data with categorical outcomes and missingness pp. 2182-2201

S. Eftekhari Mahabadi and E. Rahimi Jafari

Intriguing yet simple skewness: kurtosis relation in economic and demographic data distributions, pointing to preferential attachment processes pp. 2202-2218

Marcel Ausloos and Roy Cerqueti

Experimental comparison of functional and multivariate spectral-based supervised classification methods in hyperspectral image pp. 2219-2237

Anthony Zullo, Mathieu Fauvel and Frédéric Ferraty

Estimating individual-level interaction effects in multilevel models: a Monte Carlo simulation study with application pp. 2238-2255

Julie Ann Lorah

A mixture-based approach to robust analysis of generalised linear models pp. 2256-2268

Ken J. Beath

Does the supplemental nutrition assistance program really increase obesity? The importance of accounting for misclassification errors pp. 2269-2278

Achilleas Vassilopoulos, Andreas Drichoutis, Rodolfo M. Nayga and Panagiotis Lazaridis

Predicting risk for adverse health events using random forest pp. 2279-2294

Guy Cafri, Luo Li, Elizabeth W. Paxton and Juanjuan Fan

Bayesian estimation of the Cox model under different hazard rate shape assumptions via slice sampling pp. 2295-2306

Thomas Kirschenmann, Paul Damien and Stephen Walker

Volume 45, issue 11, 2018

Modeling of soybean yield using symmetric, asymmetric and bimodal distributions: implications for crop insurance pp. 1920-1937

Gislaine V. Duarte, Altemir Braga, Daniel L. Miquelluti and Vitor A. Ozaki

Model selection with distributed SCAD penalty pp. 1938-1955

Puyu Wang, Hai Zhang and Yong Liang

Hypothesis Tests for Neyman's Bias in Case–Control Studies pp. 1956-1977

D. M. Swanson, C. D. Anderson and R. A. Betensky

Semiparametric analysis of longitudinal data with informative observation times and censoring times pp. 1978-1993

Wen Su and Hangjin Jiang

Model selection for the localized mixture of experts models pp. 1994-2006

Yunlu Jiang, Yu Conglian and Ji Qinghua

Discussion on the issue of sample size determination for a targeted to an untargeted and to a mixed effect model-based clinical trial design pp. 2007-2019

Feng-shou Ko

Graphical models for complex networks: an application to Italian museums pp. 2020-2038

Cristina Coscia, Roberto Fontana and Patrizia Semeraro

Likelihood-based inference for censored linear regression models with scale mixtures of skew-normal distributions pp. 2039-2066

Thalita do Bem Mattos, Aldo M. Garay and Victor H. Lachos

Regression imputation with Q-mode clustering for rounded zero replacement in high-dimensional compositional data pp. 2067-2080

Jiajia Chen, Xiaoqin Zhang, Karel Hron, Matthias Templ and Shengjia Li

The inverse power Lindley distribution in the presence of left-censored data pp. 2081-2094

Emílio A. Coelho-Barros, Josmar Mazucheli, Jorge A. Achcar, Kelly Vanessa Parede Barco and José Rafael Tovar Cuevas

A proportional hazard cure model for ordinal responses by self-modeling regression pp. 2095-2106

Aliakbar Mastani Shirazi and Aluisio Pinheiro

Volume 45, issue 10, 2018

A novel bagging approach for variable ranking and selection via a mixed importance measure pp. 1734-1755

Chun-Xia Zhang, Jiang-She Zhang, Guan-Wei Wang and Nan-Nan Ji

Bayesian estimation of logistic regression with misclassified covariates and response pp. 1756-1769

Brandi N. Falley, James D. Stamey and A. Alexander Beaujean

Quantile residual life regression based on semi-competing risks data pp. 1770-1780

Jin-Jian Hsieh and Jian-Lin Wang

Joint models for mixed categorical outcomes: a study of HIV risk perception and disease status in Mozambique pp. 1781-1798

Osvaldo Loquiha, Niel Hens, Emilia Martins-Fonteyn, Herman Meulemans, Edwin Wouters, Marleen Temmerman, Nafissa Osman and Marc Aerts

Generalized bent-cable methodology for changepoint data: a Bayesian approach pp. 1799-1812

Shahedul A. Khan and Setu C. Kar

Seasonality of hospitalizations due to respiratory diseases: modelling serial correlation all we need is Poisson pp. 1813-1822

Airlane P. Alencar

Modeling with a large class of unimodal multivariate distributions pp. 1823-1845

M. S. Paez and S. G. Walker

Bayesian inference for quantum state tomography pp. 1846-1871

D. S. Gonçalves, C. L. N. Azevedo, C. Lavor and M. A. Gomes-Ruggiero

Vector and recurrent singular spectrum analysis: which is better at forecasting? pp. 1872-1899

Mansi Ghodsi, Hossein Hassani, Donya Rahmani and Emmanuel Sirimal Silva

Model averaging based on rank pp. 1900-1919

Jiang Du, Xiuping Chen, Eddy Kwessi and Zhimeng Sun

Volume 45, issue 9, 2018

Bayesian misclassification and propensity score methods for clustered observational studies pp. 1547-1560

Qi Zhou, Yoo-Mi Chin, James D. Stamey and Joon Jin Song

Analysis of the importance of on-field covariates in the German Bundesliga pp. 1561-1578

Gunther Schauberger, Andreas Groll and Gerhard Tutz

Valuations of EQ-5D health states: could United Kingdom results be used as informative priors for the United States pp. 1579-1594

Samer A. Kharroubi

Spatial hidden Markov models and species distributions pp. 1595-1615

Luigi Spezia, Nial Friel and Alessandro Gimona

Release velocities and bowler performance in cricket pp. 1616-1627

Akash Malhotra and Shailesh Krishna

Design and analysis considerations for comparing dynamic treatment regimens with binary outcomes from sequential multiple assignment randomized trials pp. 1628-1651

Kelley M. Kidwell, Nicholas J. Seewald, Qui Tran, Connie Kasari and Daniel Almirall

Empirical Bayes estimates of finite mixture of negative binomial regression models and its application to highway safety pp. 1652-1669

Yajie Zou, John E. Ash, Byung-Jung Park, Dominique Lord and Lingtao Wu

Using compositional and Dirichlet models for market share regression pp. 1670-1689

Joanna Morais, Christine Thomas-Agnan and Michel Simioni

On parallel policies for ranking and selection problems pp. 1690-1713

Bogumił Kamiński and Przemysław Szufel

Untangle the structural and random zeros in statistical modelings pp. 1714-1733

W. Tang, H. He, W.J. Wang and D.G. Chen

Volume 45, issue 8, 2018

A robust Parafac model for compositional data pp. 1347-1369

M. A. Di Palma, P. Filzmoser, M. Gallo and K. Hron

Semivarying coefficient least-squares support vector regression for analyzing high-dimensional gene-environmental data pp. 1370-1381

Jooyong Shim, Changha Hwang, Sunjoo Jeong and Insuk Sohn

Detection of outlying proportions pp. 1382-1395

Flavio Mignone and Fabio Rapallo

Categorical multiblock linear discriminant analysis pp. 1396-1409

Philippe Casin

Testing homogeneity of difference of two proportions for stratified correlated paired binary data pp. 1410-1425

Xi Shen and Chang-Xing Ma

Analysis of means approach for random factor analysis pp. 1426-1446

Kalanka P. Jayalath and Hon Keung Tony Ng

Modified chain sampling plans for lot inspection by variables and attributes pp. 1447-1464

Stijn Luca

Split Questionnaire Designs: collecting only the data that you need through MCAR and MAR designs pp. 1465-1475

James O. Chipperfield, Margo L. Barr and David. G. Steel

Geostatistical analysis of disease data: a case study of tuberculosis incidence in Iran pp. 1476-1483

S. Reza H. Shojaei, Yadollah Waghei and Mohsen Mohammadzadeh

Bayesian analysis of a quarantine inspection model pp. 1484-1496

David P. M. Scollnik

Two simple measures of variability for categorical data pp. 1497-1516

Erindi Allaj

Sample size determination for testing equality in frequency data under an incomplete block crossover design pp. 1517-1529

Kung-Jong Lui

Market channel selections by US nursery plant producers: a multivariate nonparametric fractional regression analysis pp. 1530-1546

Mahesh Pandit, Krishna P. Paudel and Roger Hinson

Volume 45, issue 7, 2018

Investigating competition in financial markets: a sparse autologistic model for dynamic network data pp. 1157-1172

Brenda Betancourt, Abel Rodríguez and Naomi Boyd

A weakly informative prior for Bayesian dynamic model selection with applications in fMRI pp. 1173-1192

Jairo A. Fúquene Patiño, Brenda Betancourt and João B. M. Pereira

Some remarks on measurement models in the structural equation model: an application for socially responsible food consumption pp. 1193-1208

Pasquale Sarnacchiaro and Flavio Boccia

Diverse classifier ensemble creation based on heuristic dataset modification pp. 1209-1226

Hamid Jamalinia, Saber Khalouei, Vahideh Rezaie, Samad Nejatian, Karamolah Bagheri-Fard and Hamid Parvin

Evaluation and prediction of polygon approximations of planar contours for shape analysis pp. 1227-1246

Chalani Prematilake and Leif Ellingson

Marginalized zero-inflated generalized Poisson regression pp. 1247-1259

Felix Famoye and John S. Preisser

Bayesian regression model for recurrent event data with event-varying covariate effects and event effect pp. 1260-1276

Li-An Lin, Sheng Luo and Barry R. Davis

The heterogeneous impact of insurance on health care demand among young adults: a panel data analysis pp. 1277-1291

David M. Zimmer

An application of nonparametric regression to missing data in large market surveys pp. 1292-1302

Gary Madden, Nicholas Apergis, Paul Rappoport and Aniruddha Banerjee

A flexible semiparametric regression model for bimodal, asymmetric and censored data pp. 1303-1324

Thiago G. Ramires, Edwin M. M. Ortega, Niel Hens, Gauss M. Cordeiro and Gilberto A. Paula

An additive Cox model for coronary heart disease study pp. 1325-1346

Ao Yuan, Yuan Guo, Nawar M. Shara, Barbara V. Howard and Ming T. Tan

Volume 45, issue 6, 2018

Treatments of non-metric variables in partial least squares and principal component analysis pp. 971-987

Jisu Yoon and Tatyana Krivobokova

Bayesian bridge regression pp. 988-1008

Himel Mallick and Nengjun Yi

Using clustering of rankings to explain brand preferences with personality and socio-demographic variables pp. 1009-1029

Daniel Müllensiefen, Christian Hennig and Hedie Howells

Predictive performance of penalized beta regression model for continuous bounded outcomes pp. 1030-1040

Emmanuel O. Ogundimu and Gary S. Collins

A clustering approach to detect multiple outliers in linear functional relationship model for circular data pp. 1041-1051

Nurkhairany Amyra Mokhtar, Yong Zulina Zubairi and Abdul Ghapor Hussin

Bayesian adaptive bandit-based designs using the Gittins index for multi-armed trials with normally distributed endpoints pp. 1052-1076

Adam L. Smith and Sofía S. Villar

Variable selection for mode regression pp. 1077-1084

Yingzhen Chen, Xuejun Ma and Jingke Zhou

A novel Bayesian regression model for counts with an application to health data pp. 1085-1105

H. Haselimashhadi, V. Vinciotti and K. Yu

On maximum depth classifiers: depth distribution approach pp. 1106-1117

Olusola Samuel Makinde and Olusoga Akin Fasoranbaku

Measuring association between nominal categorical variables: an alternative to the Goodman–Kruskal lambda pp. 1118-1132

Tarald O. Kvålseth

Statistical models for short- and long-term forecasts of snow depth pp. 1133-1156

Hugo Lewi Hammer

Volume 45, issue 5, 2018

Cluster detection and clustering with random start forward searches pp. 777-798

Anthony C. Atkinson, Marco Riani and Andrea Cerioli

Analyzing clustered count data with a cluster-specific random effect zero-inflated Conway–Maxwell–Poisson distribution pp. 799-814

Hyoyoung Choo-Wosoba and Somnath Datta

Bayesian quantile regression for ordinal longitudinal data pp. 815-828

Rahim Alhamzawi and Haithem Taha Mohammad Ali

A flexible and efficient spatial interpolator for radar rainfall estimation pp. 829-844

R. J. Waken, Joon Jin Song, Soohyun Kwon, Ki-Hong Min and GyuWon Lee

Critical appraisal of jointness concepts in Bayesian model averaging: evidence from life sciences, sociology, and other scientific fields pp. 845-867

Georg Man

Homogeneity test for functional data pp. 868-883

Ramón Flores, Rosa Lillo and Juan Romo

On the directional accuracy of inflation forecasts: evidence from South African survey data pp. 884-900

Christian Pierdzioch, Monique B. Reid and Rangan Gupta

Functional principal component analysis in age–period–cohort analysis of body mass index data by gender and ethnicity pp. 901-917

Jun Ye, Juan Xi and Richard L. Einsporn

A Bayesian model for measurement and misclassification errors alongside missing data, with an application to higher education participation in Australia pp. 918-931

Harvey Goldstein, William J. Browne and Christopher Charlton

On a tobit–Birnbaum–Saunders model with an application to medical data pp. 932-955

Mário F. Desousa, Helton Saulo, Víctor Leiva and Paulo Scalco

The generalized inference on the sign testing problem about the normal variances pp. 956-970

Wei-Ya Wu, Wei-Hwa Wu, Hsin-Neng Hsieh and Meng-Chih Lee

Volume 45, issue 4, 2018

Bias-corrected estimations in varying-coefficient partially nonlinear models with measurement error in the nonparametric part pp. 586-603

Yan-Ting Xiao and Zhan-Shou Chen

A Bayesian finite mixture change-point model for assessing the risk of novice teenage drivers pp. 604-625

Qing Li, Feng Guo, Inyoung Kim, Sheila G. Klauer and Bruce G. Simons-Morton

Identifying intraclass correlations necessitating hierarchical modeling pp. 626-641

Kyle M. Irimata and Jeffrey R. Wilson

On computing estimates of a change-point in the Weibull regression hazard model pp. 642-648

Oscar Palmeros, Jose A. Villaseñor and Elizabeth González

Objective Bayesian analysis of counting experiments with correlated sources of background pp. 649-667

Diego Casadei, Cornelius Grunwald, Kevin Kröninger and Florian Mentzel

An algorithm for the multivariate group lasso with covariance estimation pp. 668-681

I. Wilms and C. Croux

An insight into technology diffusion of tractor through Weibull growth model pp. 682-696

Bishal Gurung, K. N. Singh, Ravindra Singh Shekhawat and Md Yeasin

Detecting T cell activation using a varying dimension Bayesian model pp. 697-713

Zicheng Hu, Jessica N Lancaster, Lauren I. R. Ehrlich and Peter Müller

Adaptive threshold method for peak detection of surface electromyography signal from around shoulder muscles pp. 714-726

Amanpreet Kaur, Ravinder Agarwal and Amod Kumar

Bayesian composite Tobit quantile regression pp. 727-739

Fadel Hamid Hadi Alhusseini and Vasile Georgescu

Readouts for echo-state networks built using locally regularized orthogonal forward regression pp. 740-762

Ján Dolinský, Kei Hirose and Sadanori Konishi

Interdependency amongst earthquake magnitudes in Southern California pp. 763-774

K. Nichols, E. Trevino, N. Ikeda, D. Philo, A. Garcia and D. Bowman

Principles of Scientific Methods pp. 775-776

Mariano Ruiz Espejo and Adalbert Marqués Vilallonga

Volume 45, issue 3, 2018

Heteroscedastic log-exponentiated Weibull regression model pp. 384-408

Edwin M. M. Ortega, Artur J. Lemonte, Gauss M. Cordeiro, Vicente G. Cancho and Fábio L. Mialhe

Comparative GMM and GQL logistic regression models on hierarchical data pp. 409-425

Bei Wang and Jeffrey Wilson

Estimating the population proportion in pair ranked set sampling with application to air quality monitoring pp. 426-437

Ehsan Zamanzade and M. Mahdizadeh

A Bayesian analysis of clustered discrete and continuous outcomes pp. 438-449

Dale Bowman and E. Olusegun George

Testing discontinuities in nonparametric regression pp. 450-473

Wenlin Dai, Yuejin Zhou and Tiejun Tong

An improved meta-analysis for analyzing cylindrical-type time series data with applications to forecasting problem in environmental study pp. 474-486

Shuo Wang, Sungsu Kim and Thelge Buddika Peiris

Statistical learning on emerging economies pp. 487-507

Eftychia Solea, Bing Li and Aleksandra Slavković

Development of an urban intensity index to facilitate urban ecosystem studies in Trinidad and Tobago pp. 508-527

Samantha Chadee and Valerie Stoute

Inferences from logistic regression models in the presence of small samples, rare events, nonlinearity, and multicollinearity with observational data pp. 528-546

Jason Bergtold, Elizabeth A. Yeager and Allen Featherstone

Addressing the problem of missing data in decision tree modeling pp. 547-557

Saiedeh Haji-Maghsoudi, Azam Rastegari, Behshid Garrusi and Mohammad Reza Baneshi

Layered clays in PP polymer dispersion: the effect of the processing conditions pp. 558-567

M. F. de Almeida, Aldina Correia and Eliana Costa e Silva

Spatially explicit survival modeling for small area cancer data pp. 568-585

Georgiana Onicescu, Andrew B. Lawson, Jiajia Zhang, Mulugeta Gebregziabher, Kristin Wallace and Jan M. Eberth

Volume 45, issue 2, 2018

L-moments of the Birnbaum–Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data pp. 187-209

Camilo Lillo, Víctor Leiva, Orietta Nicolis and Robert G. Aykroyd

Classification rules for identifying individuals at high risk of developing myocardial infarction based on ApoB, ApoA1 and the ratio were determined using a Bayesian approach pp. 210-224

S. Islam, S. Anand, M. McQueen, J. Hamid, L. Thabane, S. Yusuf and J. Beyene

Selection of terms in random coefficient regression models pp. 225-242

Francisco M. M. Rocha and Julio M. Singer

Detection of a pair of outliers in a sample from a Gumbel distribution with known scale parameter pp. 243-254

S. Lalitha and Pratyasha Tripathi

A comparative simulation of multiple testing procedures in circular data problems pp. 255-269

Feridun Tasdan and Ozgur Yeniay

Bayesian inference for the randomly censored Burr-type XII distribution pp. 270-283

Muhammad Yameen Danish, Irshad Ahmad Arshad and Muhammad Aslam

The uniform distribution product: an approach to the inventory model using R pp. 284-297

Amílcar Oliveira, Teresa Oliveira and Antonio Seijas-Macías

A Bayesian hierarchical model for estimating the cost of postponing the cyclo-cross national championships pp. 298-305

J. T. Fry, Andrew Hoegh, Scotland Leman and Matthew Montesano

Evaluation of different statistical methods using SAS software: an in silico approach for analysis of real-time PCR data pp. 306-319

Mohammadreza Nassiri, Mahdi Elahi Torshizi, Shahrokh Ghovvati and Mohammad Doosti

Bayesian truncated beta nonlinear mixed-effects models pp. 320-346

Carolina Costa Mota Paraíba, Natalia Bochkina and Carlos Alberto Ribeiro Diniz

A new algorithm for clustering based on kernel density estimation pp. 347-366

L. C. Matioli, S.R. Santos, M. Kleina and E. A. Leite

Robust modelling of the relationship between CD4 and viral load for complex AIDS data pp. 367-383

Tingting Yu and Lang Wu

Volume 45, issue 1, 2018

Spatial–temporal variation of casuarina spread in Cauvery delta and north eastern zone of Tamil Nadu, India: a spatial autoregressive model pp. 1-7

M. Vijayabhama, R. Jaisankar, S. Varadha Raj and K. Baranidharan

Variable selection in gamma regression models via artificial bee colony algorithm pp. 8-16

Emre Dunder, Serpil Gumustekin and Mehmet Ali Cengiz

Energy performance evaluation of OECD countries using Bayesian stochastic frontier analysis and Bayesian network classifiers pp. 17-25

Mehmet Ali Cengiz, Emre Dünder and Talat Şenel

Lasso-type estimation for covariate-adjusted linear model pp. 26-42

Feng Li and Yiqiang Lu

Verification in biometric systems: problems and modern methods of their solution pp. 43-62

Kartlos Joseph Kachiashvili and Archil Iveri Prangishvili

Simultaneous edit-imputation and disclosure limitation for business establishment data pp. 63-82

Hang J. Kim, Jerome P. Reiter and Alan F. Karr

Simple components pp. 83-99

T. F. Cox and D. S. Arnold

Robust regression: an inferential method for determining which independent variables are most important pp. 100-111

Rand R. Wilcox

A functional data approach to model score difference process in professional basketball games pp. 112-127

Tao Chen and Qingliang (Michael) Fan

Poisson–exponential distribution: different methods of estimation pp. 128-144

Giovani Carrara Rodrigues, Francisco Louzada and Pedro Luiz Ramos

Generalized Tobit models: diagnostics and application in econometrics pp. 145-167

Michelli Barros, Manuel Galea, Víctor Leiva and Manoel Santos-Neto

Gaussian Markov random field spatial models in GAMLSS pp. 168-186

Fernanda De Bastiani, Robert A. Rigby, Dimitrios M. Stasinopoulous, Audrey H.M.A. Cysneiros and Miguel A. Uribe-Opazo