FSharp.Stats.Fitting Namespace

Type/Module Description

Constraint<'a>

Defines if regression function should pass any specific point.

CrossValidation

GoodnessOfFit

LinearRegression (Module)

Linear regression is used to estimate the relationship of one variable (y) with another (x) by expressing y in terms of a linear function of x.

LinearRegression (Type)

This LinearRegression type summarized the most common fitting procedures.

LogisticRegression

Functions for creating and using logistic regression models. Implementation taken from Mathias Brandewinder https://github.com/mathias-brandewinder/Machine-Learning-In-Action/blob/master/MachineLearningInAction/MachineLearningInAction/LogisticRegression.fs

Method

Defines regression method.

NonLinearRegression

RobustEstimator

Defines method of slope estimation for robust line regression.

Spline