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Categorical data analysis and multilevel modeling using R / Xing Liu, Eastern Connecticut State University.

By: Material type: TextTextPublication details: New Delhi : Sage, 2023.Description: xxxiii, 708 pages : illustrations ; 24 cmISBN:
  • 9781544324906
Subject(s): DDC classification:
  • 519.5 LIU P23C
Contents:
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.
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Item type Current library Home library Call number Status Date due Barcode
Books Books NIRDPR LIBRARY 3rd Rack- B, Ground Floor NIRDPR LIBRARY 519.5 LIU P23C (Browse shelf(Opens below)) Available 115572

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.

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