A comparison of zero-inflated and hurdle models for modeling zero-inflated count data

CX Feng - Journal of statistical distributions and applications, 2021 - Springer
Counts data with excessive zeros are frequently encountered in practice. For example, the
number of health services visits often includes many zeros representing the patients with no …

Zero-inflated and hurdle models of count data with extra zeros: examples from an HIV-risk reduction intervention trial

MC Hu, M Pavlicova, EV Nunes - The American journal of drug and …, 2011 - Taylor & Francis
Background: In clinical trials of behavioral health interventions, outcome variables often take
the form of counts, such as days using substances or episodes of unprotected sex …

[图书][B] Mixed effects models for the population approach: models, tasks, methods and tools

M Lavielle - 2014 - books.google.com
Wide-Ranging Coverage of Parametric Modeling in Linear and Nonlinear Mixed Effects
Models Mixed Effects Models for the Population Approach: Models, Tasks, Methods and …

Association of classroom ventilation with reduced illness absence: A prospective study in C alifornia elementary schools

MJ Mendell, EA Eliseeva, MM Davies, M Spears… - Indoor …, 2013 - Wiley Online Library
Limited evidence associates inadequate classroom ventilation rates (VR s) with increased
illness absence (IA). We investigated relationships between VR s and IA in California …

[图书][B] Statistical analysis of microbiome data with R

Y Xia, J Sun, DG Chen - 2018 - Springer
Microbiome research and microbiome data analysis are one of the fast-growing areas in
biomedical and public health research. It is evidenced and catalyzed by publications in …

Rethinking how family researchers model infrequent outcomes: a tutorial on count regression and zero-inflated models.

DC Atkins, RJ Gallop - Journal of family psychology, 2007 - psycnet.apa.org
Marital and family researchers often study infrequent behaviors. These powerful
psychological variables, such as abuse, criticism, and drug use, have important ramifications …

Counselling for Alcohol Problems (CAP), a lay counsellor-delivered brief psychological treatment for harmful drinking in men, in primary care in India: a randomised …

A Nadkarni, B Weobong, HA Weiss, J McCambridge… - The Lancet, 2017 - thelancet.com
Background Although structured psychological treatments are recommended as first-line
interventions for harmful drinking, only a small fraction of people globally receive these …

[图书][B] Generalized linear models: a unified approach

J Gill, JM Gill, M Torres, SMT Pacheco - 2019 - books.google.com
Generalized Linear Models: A Unified Approach provides an introduction to and overview of
GLMs, with each chapter carefully laying the groundwork for the next. The Second Edition …

Deaths from COVID‐19 in rural, micropolitan, and metropolitan areas: a county‐level comparison

SA Karim, HF Chen - The Journal of Rural Health, 2021 - Wiley Online Library
Abstract Purpose The United States has experienced a surge of COVID‐19 cases and
deaths. Regardless of the overall increase in the prevalence and mortality, there are …

Age- and Sex-Specific Social Contact Patterns and Incidence of Mycobacterium tuberculosis Infection

PJ Dodd, C Looker, ID Plumb, V Bond… - American journal of …, 2016 - academic.oup.com
We aimed to model the incidence of infection with Mycobacterium tuberculosis among adults
using data on infection incidence in children, disease prevalence in adults, and social …