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Fit Module

Types and nested modules

Type/Module Description

Summary

t<'a>

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

Functions and values

Function or value Description

coefficients fit

Full Usage: coefficients fit

Parameters:
    fit : t<'a> - The fit.

Returns: Series<string, float>

The coefficients found by the linear regression.

fit : t<'a>

The fit.

Returns: Series<string, float>

fitIntercept fit

Full Usage: fitIntercept fit

Parameters:
    fit : t<'a> - The fit.

Returns: bool

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

fit : t<'a>

The fit.

Returns: bool

fittedValues fit

Full Usage: fittedValues fit

Parameters:
    fit : t<'a> - The fit.

Returns: Series<'a, float>

Computes the fitted values from the linear model.

fit : t<'a>

The fit.

Returns: Series<'a, float>

input fit

Full Usage: input fit

Parameters:
    fit : t<'a> - The fit.

Returns: Frame<'a, string>

The dataframe used for fitting the data.

fit : t<'a>

The fit.

Returns: Frame<'a, string>

make input coeffs yKey fitIntercept

Full Usage: make input coeffs yKey fitIntercept

Parameters:
    input : Frame<'a, string> - The data frame that served as input for the regression.
    coeffs : Series<string, float> - The coefficients found by the linear regression
    yKey : string - The y column used
    fitIntercept : bool - An option that specifies whether the intercept should be fitted.

Returns: t<'a>

Construct a new fit.

input : Frame<'a, string>

The data frame that served as input for the regression.

coeffs : Series<string, float>

The coefficients found by the linear regression

yKey : string

The y column used

fitIntercept : bool

An option that specifies whether the intercept should be fitted.

Returns: t<'a>

residuals fit

Full Usage: residuals fit

Parameters:
    fit : t<'a> - The fit.

Returns: Series<'a, float>

Computes the residuals of the regression (y - yHat)

fit : t<'a>

The fit.

Returns: Series<'a, float>

summary fit

Full Usage: summary fit

Parameters:
    fit : t<'a>

Returns: t
fit : t<'a>
Returns: t

yKey fit

Full Usage: yKey fit

Parameters:
    fit : t<'a>

Returns: string
fit : t<'a>
Returns: string

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