Jeng-Min Chiou

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-4554-9454

Institute of Statistics and Data Science, National Taiwan University

Publications

• Modeling curves and derivatives as predictors for traffic breakdown probabilities — The Annals of Applied Statistics 2024
• Greedy Segmentation for a Functional Data Sequence — Journal of the American Statistical Association 2023
• Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation — The Annals of Applied Statistics 2019
• Functional prediction through averaging estimated functional linear regression models — Biometrika 2018
• A pairwise interaction model for multivariate functional and longitudinal data — Biometrika 2016
• Linear manifold modelling of multivariate functional data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Dynamical functional prediction and classification, with application to traffic flow prediction — The Annals of Applied Statistics 2012
• Modeling Hazard Rates as Functional Data for the Analysis of Cohort Lifetables and Mortality Forecasting — Journal of the American Statistical Association 2009
• Correlation-Based Functional Clustering via Subspace Projection — Journal of the American Statistical Association 2008
• Functional clustering and identifying substructures of longitudinal data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
• Efficient semiparametric estimator for heteroscedastic partially linear models — Biometrika 2006
• Estimated estimating equations: semiparametric inference for clustered and longitudinal data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005
• Functional quasi-likelihood regression models with smooth random effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
• Nonparametric quasi-likelihood — The Annals of Statistics 1999
• Quasi-Likelihood Regression with Unknown Link and Variance Functions — Journal of the American Statistical Association 1998