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StagedChoiceSplineMix (version 1.0.0)

Mixture of Two-Stage Logistic Regressions with Fixed Candidate Knots

Description

Analyzing a mixture of two-stage logistic regressions with fixed candidate knots. See Bruch, E., F. Feinberg, K. Lee (in press).

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Version

Install

install.packages('StagedChoiceSplineMix')

Monthly Downloads

2

Version

1.0.0

License

GPL-2

Maintainer

Kee Lee

Last Published

August 11th, 2016

Functions in StagedChoiceSplineMix (1.0.0)

gen.init

Generates initial values for mixtures of logistic regressions
bs.se

Performs a parametric bootstrapping standard error approximation
move.knot

Generates a new set of knots for the following iteration
twostglogitregmixEM

Performs an EM algorithm for mixtures of two-stage logistic regressions
StagedChoiceSplineMix

Performs iterations between an EM algorithm for a mixture of two-stage logistic regressions with fixed candidate knots and knot movements