Deedle


Fit

Namespace: Deedle.Math
Parent Module: LinearRegression

Nested types and modules

TypeDescription
t<'a>

Represents a linear model fitted to specific values in a data frame.

ModuleDescription
Summary

Functions and values

Function or valueDescription
coefficients(fit)
Signature: fit:t<'?694129> -> Series<string,float>
Type parameters: '?694129

The coefficients found by the linear regression.

fitIntercept(fit)
Signature: fit:t<'?694131> -> bool
Type parameters: '?694131

Whether or not the fit includes an estimate of the intercept.

fittedValues(fit)
Signature: fit:t<'?694133> -> Series<'?694133,float>
Type parameters: '?694133

Computes the fitted values from the linear model.

input(fit)
Signature: fit:t<'?694127> -> Frame<'?694127,string>
Type parameters: '?694127

The dataframe used for fitting the data.

make input coeffs yKey fitIntercept
Signature: input:Frame<'?694123,string> -> coeffs:Series<string,float> -> yKey:string -> fitIntercept:bool -> t<'?694123>
Type parameters: '?694123

Construct a new fit.

residuals(fit)
Signature: fit:t<'?694135> -> Series<'?694135,float>
Type parameters: '?694135

Computes the residuals of the regression (y - yHat)

summary(fit)
Signature: fit:t<'a> -> t
Type parameters: 'a
yKey(fit)
Signature: fit:t<'?694137> -> string
Type parameters: '?694137
Fork me on GitHub