000			01371cam a2200181 i 4500
008			220311s2023 caua b 001 0 eng
020			_a9781544324906 _q(paperback)
020			_q(adobe pdf)
082	0	0	_a519.5 _bLIU P23C
100	1		_aLiu, Xing
245	1	0	_aCategorical data analysis and multilevel modeling using R / _cXing Liu, Eastern Connecticut State University.
260			_aNew Delhi : _bSage, _c2023.
300			_axxxiii, 708 pages : _billustrations ; _c24 cm
505	0		_aR 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.
650		0	_aMultilevel models (Statistics)
650		0	_aR (Computer program language)
999			_c85899 _d85899
999			_$ps