Testing latent class of subjects with structural zeros in negative binomial models with applications to gut microbiome data

Zero‐inflated Poisson factor model with application to microbiome read counts

(2020) Tianchen Xu et al.   BIOMETRICS

Bayesian hierarchical negative binomial models for multivariable analyses with applications to human microbiome count data

(2019) Amanda H. Pendegraft et al.   PLoS One

A Bayesian zero-inflated negative binomial regression model for the integrative analysis of microbiome data

(2019) Shuang Jiang et al.   BIOSTATISTICS

Testing modified zeros for Poisson regression models

(2018) Yi Tang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Analyzing differences between microbiome communities using mixture distributions

(2018) Konstantin Shestopaloff et al.   STATISTICS IN MEDICINE

Negative Binomial Mixed Models for Analyzing Longitudinal Microbiome Data

(2018) Xinyan Zhang et al.   Frontiers in Microbiology

A Quasi-Score Statistic for Homogeneity Testing against Covariate-Varying Heterogeneity

(2017) David Todem et al.   SCANDINAVIAN JOURNAL OF STATISTICS

A test of inflated zeros for Poisson regression models

(2017) Hua He et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Gut Microbiome Associates With Lifetime Cardiovascular Disease Risk Profile Among Bogalusa Heart Study ParticipantsNovelty and Significance

(2016) Tanika N. Kelly et al.   CIRCULATION RESEARCH

Variable selection for zero-inflated and overdispersed data with application to health care demand in Germany

(2015) Zhu Wang et al.   BIOMETRICAL JOURNAL

Assessment and Selection of Competing Models for Zero-Inflated Microbiome Data

(2015) Lizhen Xu et al.   PLoS One

A score-type test for heterogeneity in zero-inflated models in a stratified population

(2014) Guanqun Cao et al.   STATISTICS IN MEDICINE

Temporal shifts in the skin microbiome associated with disease flares and treatment in children with atopic dermatitis

(2012) H. H. Kong et al.   GENOME RESEARCH

Human nutrition, the gut microbiome and the immune system

(2011) Andrew L. Kau et al.   NATURE

Score Tests for Extra-Zero Models in Zero-Inflated Negative Binomial Models

(2008) N. Jansakul et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION