Liu, Xing

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)

519.5 / LIU P23C