Regression (imsl.regression)

Logistic Regression Models

Classes

LogisticRegression(n_predictors, n_classes) Generate a logistic regression model.

Response Class Matrices in Different Formats

Classes

ResponseFormatAll(class_counts) Generate a matrix containing counts for all response classes.
ResponseFormatRef(class_counts[, frequencies]) Generate a class counts matrix from a matrix without reference counts.
ResponseFormatID(class_id, n_classes) Generate a matrix of class counts from a vector of response class IDs.

Partial Least Squares (PLS) Regression

Functions

pls_regression(y, x[, n_components, …]) Perform partial least squares (PLS) regression.