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A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes.
Bhramar Mukherjee
Ivy Liu
Published in:
J. Multivar. Anal. (2009)
Keyphrases
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generalized linear models
regression model
logistic regression
regression methods
least squares
model selection
regression method
linear regression
sample size
random sampling
monte carlo
parameter estimation
training set
markov chain monte carlo
sampling algorithm
theoretical analysis
probability distribution