Bayesian Forecasting with a Regime-Switching Zero-Inflated Multilevel Poisson Regression Model: An Application to Adolescent Alcohol Use with Spatial Covariates

Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus

(2021) Yanling Li et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Zero-Inflated Regime-Switching Stochastic Differential Equation Models for Highly Unbalanced Multivariate, Multi-Subject Time-Series Data

(2019) Zhao-Hua Lu et al.   PSYCHOMETRIKA

Cost-sensitive convolutional neural networks for imbalanced time series classification

(2019) Yue Geng et al.   Intelligent Data Analysis

Bayesian forecasting of many count-valued time series

(2019) Lindsay R. Berry et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Practical Tools and Guidelines for Exploring and Fitting Linear and Nonlinear Dynamical Systems Models

(2019) Sy-Miin Chow   MULTIVARIATE BEHAVIORAL RESEARCH

A Diagnostic Procedure for Detecting Outliers in Linear State–Space Models

(2019) Dongjun You et al.   MULTIVARIATE BEHAVIORAL RESEARCH

A Bayesian Vector Autoregressive Model with Nonignorable Missingness in Dependent Variables and Covariates: Development, Evaluation, and Application to Family Processes

(2019) Linying Ji et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

Drawing Conclusions from Cross-Lagged Relationships: Re-Considering the Role of the Time-Interval

(2018) Rebecca M. Kuiper et al.   STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL

KFAS: Exponential Family State Space Models in R

(2017) Jouni Helske   Journal of Statistical Software

Association of environmental indicators with teen alcohol use and problem behavior: Teens' observations vs. objectively-measured indicators

(2017) Hilary F. Byrnes et al.   HEALTH & PLACE

Comparison of Bayesian predictive methods for model selection

(2016) Juho Piironen et al.   STATISTICS AND COMPUTING

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

(2016) Aki Vehtari et al.   STATISTICS AND COMPUTING

Residential buffer, perceived neighborhood, and individual activity space: New refinements in the definition of exposure areas – The RECORD Cohort Study

(2016) Camille Perchoux et al.   HEALTH & PLACE

Bayesian analysis of ambulatory blood pressure dynamics with application to irregularly spaced sparse data

(2015) Zhao-Hua Lu et al.   Annals of Applied Statistics

Effects of buffer size and shape on associations between the built environment and energy balance

(2014) Peter James et al.   HEALTH & PLACE

Integrated Oversampling for Imbalanced Time Series Classification

(2013) Hong Cao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use

(2010) Brian H Neelon et al.   STATISTICAL MODELLING

Alcohol outlets and youth alcohol use: Exposure in suburban areas

(2008) Keryn E. Pasch et al.   HEALTH & PLACE