diag_plot {simts}

Diagnostic Plot of Residuals

Description

This function will plot 8 diagnostic plots to assess the model used to fit the data. These include: (1) residuals plot, (2) residuals vs fitted values, (3) histogram of distribution of standardized residuals, (4) Normal Q-Q plot of residuals, (5) ACF plot, (6) PACF plot, (7) Haar Wavelet Variance Representation, (8) Box test results.

Usage

diag_plot(Xt = NULL, model = NULL, resids = NULL, std = FALSE)

Arguments

Xt

The data used to construct said model.

model

A fitsimts, lm or gam object.

resids

A vector of residuals for diagnostics.

std

A boolean indicating whether we use standardized residuals for (1) residuals plot and (8) Box test results.

Author(s)

Yuming Zhang