Binary Dimensionality Reduction

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Documentation for package ‘logisticPCA’ version 0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

logisticPCA-package	logisticPCA-package
convexLogisticPCA	Convex Logistic Principal Component Analysis
cv.clpca	CV for convex logistic PCA
cv.lpca	CV for logistic PCA
cv.lsvd	CV for logistic SVD
fitted.lpca	Fitted values using logistic PCA
fitted.lsvd	Fitted values using logistic SVD
house_votes84	United States Congressional Voting Records 1984
inv.logit.mat	Inverse logit for matrices
logisticPCA	Logistic Principal Component Analysis
logisticSVD	Logistic Singular Value Decomposition
log_like_Bernoulli	Bernoulli Log Likelihood
plot.clpca	Plot convex logistic PCA
plot.cv.lpca	Plot CV for logistic PCA
plot.lpca	Plot logistic PCA
plot.lsvd	Plot logistic SVD
predict.clpca	Predict Convex Logistic PCA scores or reconstruction on new data
predict.lpca	Predict Logistic PCA scores or reconstruction on new data
predict.lsvd	Predict Logistic SVD left singular values or reconstruction on new data
project.Fantope	Project onto the Fantope