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tidymv: Tidy Model Visualisation for Generalised Additive Models

THIS PACKAGE HAS BEEN SUPERSEDED by tidygam. Users should use the tidygam package instead.

This is the repository of the R package tidymv. This package provides functions for the visualisation of GAM(M)s and the generation of model-based predicted values using tidy tools from the tidyverse.

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Install

install.packages('tidymv')

Monthly Downloads

96

Version

3.4.2

License

GPL (>= 3)

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38

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Maintainer

Stefano Coretta

Last Published

May 10th, 2023

Functions in tidymv (3.4.2)

plot_difference

Plot difference smooth from a GAM.
inter_df

Dataset with two factors
get_smooths_difference

Get difference of smooths from a GAM model
plot_smooths

Plot GAM smooths.
geom_smooth_ci

Smooths and confidence intervals.
get_gam_predictions

Get predictions from a GAM model.
create_start_event

Create a start event column.
find_difference

Return the regions in which the smooth is significantly different from zero.
plot_gamsd-defunct

Plot GAM estimate smooths and difference curve.
get_difference

Get model predictions for differences between conditions.
summary_data

Print a descriptive summary of a data frame.
plot_gamsd

Deprecated functions in package tidymv.
tidymv-package

tidymv: Tidy Model Visualisation for Generalised Additive Models
pois_df

Dataset with a Poisson outcome variable
predict_gam

Get predictions from a GAM model.