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itsadug
View on CRAN: Click
here
Download and install itsadug package within the R console
Install from CRAN:
install.packages("itsadug")
Install from Github:
library("remotes")
install_github("cran/itsadug") Install by package version:
library("remotes")
install_version("itsadug", "2.5") Attach the package and use:
library("itsadug")
Maintained by
Jacolien van Rij
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-02-27
Latest Update: 2025-09-01
Description:
GAMM (Generalized Additive Mixed Modeling; Lin & Zhang, 1999)
as implemented in the R package 'mgcv' (Wood, S.N., 2006; 2011) is a nonlinear
regression analysis which is particularly useful for time course data such as
EEG, pupil dilation, gaze data (eye tracking), and articulography recordings,
but also for behavioral data such as reaction times and response data. As time
course measures are sensitive to autocorrelation problems, GAMMs implements
methods to reduce the autocorrelation problems. This package includes functions
for the evaluation of GAMM models (e.g., model comparisons, determining regions
of significance, inspection of autocorrelational structure in residuals)
and interpreting of GAMMs (e.g., visualization of complex interactions, and
contrasts).
How to cite:
Jacolien van Rij (2015). itsadug: Interpreting Time Series and Autocorrelated Data Using GAMMs. R package version 2.5, https://cran.r-project.org/web/packages/itsadug. Accessed 06 Mar. 2026.
Previous versions and publish date:
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Other R packages that itsadug depends,
imports, suggests or enhances
Complete documentation for itsadug
Functions, R codes and Examples using
the itsadug R package
Some associated functions: acf_n_plots . acf_plot . acf_resid . check_resid . compareML . convertNonAlphanumeric . corfit . derive_timeseries . diagnostics . diff_terms . dispersion . eeg . fadeRug . find_difference . fvisgam . gamtabs . get_coefs . get_difference . get_fitted . get_modelterm . get_pca_predictions . get_predictions . get_random . info . infoMessages . inspect_random . itsadug . missing_est . modeledf . observations . plot_data . plot_diff . plot_diff2 . plot_modelfit . plot_parametric . plot_pca_surface . plot_smooth . plot_topo . print_summary . pvisgam . refLevels . report_stats . res_df . resid_gam . rug_model . simdat . start_event . start_value_rho . summary_data . timeBins . wald_gam .
Some associated R codes: acf.R . data.R . eval.R . inspect.R . itsadug.R . pca.R . plot.R . predict.R . test.R . util.R . Full itsadug package functions and examples
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