Categorical data analysis and multilevel modeling using R /
Xing Liu, Eastern Connecticut State University.
- New Delhi : Sage, 2023.
- xxxiii, 708 pages : illustrations ; 24 cm
R basics -- Review of basic statistics -- Logistic regression for binary data -- Proportional odds models for ordinal response variables -- Partial proportional odds models and generalized ordinal logistic regression models -- Other ordinal logistic regression models -- Multinomial logistic regression models -- Poisson regression models -- Negative binomial regression models and zero-inflated models -- Multilevel modeling for continuous response variables -- Multilevel modeling for binary response variables -- Multilevel modeling for ordinal response variables -- Multilevel modeling for count response variables -- Multilevel modeling for nominal response variables -- Bayesian generalized linear models -- Bayesian multilevel modeling of categorical response variables.
9781544324906
Multilevel models (Statistics) R (Computer program language)