itsadug-package | Interpreting Time Series, Autocorrelated Data Using GAMMs (itsadug) |
acf_n_plots | Generate N ACF plots of individual or aggregated time series. |
acf_plot | Generate an ACF plot of an aggregated time series. |
acf_resid | Generate an ACF plot of model residuals. Works for lm, lmer, gam, bam, .... |
addInterval | Utility function. |
alpha | Utility function. |
alphaPalette | Utility function. |
check_normaldist | Compare distribution of data with normal distribution. |
check_resid | Inspect residuals of regression models. |
compareML | Function for comparing two GAMM models. |
diff_terms | Utility unction. |
dotplot_error | Utility function |
emptyPlot | Utility function |
errorBars | Utility function. |
fadeRug | Utility function. |
fill_area | Utility function |
findAbsMin | Utility function. |
find_difference | Find the regions in which the smooth is significantly different from zero. |
find_n_neighbors | Utility function. |
fvisgam | Visualization of nonlinear interactions. |
gamtabs | Convert the summary into a Latex table. |
getCoords | Utility function. |
get_difference | Get model predictions for differences between conditions. |
get_modelterm | Get estimated for selected model terms. |
get_predictions | Get model predictions for specific conditions. |
get_random | Get model predictions for the random effects. |
gradientLegend | Utility function. |
group_sort | Utility function. |
horiz_error | Utility function. |
info | Information on how to cite this package |
itsadug | Interpreting Time Series, Autocorrelated Data Using GAMMs (itsadug) |
missing_est | Utility unction. |
move_n_point | Utility function. |
plotDiff | Plot difference curve based on model predictions. |
plotDiff2D | Plot difference surface based on model predictions. |
plot_diff | Plot difference curve based on model predictions. |
plot_diff2 | Plot difference surface based on model predictions. |
plot_error | Utility function |
plot_parametric | Visualization of group estimates. |
plot_smooth | Visualization of smooths. |
print_summary | Utility function. |
pvis.gam | Visualization of nonlinear interactions. |
pvisgam | Visualization of nonlinear interactions. |
resid.gam | Extract model residuals and remove the autocorrelation accounted for. |
resid_gam | Extract model residuals and remove the autocorrelation accounted for. |
se | Calculate standard error of the mean. |
simdat | Simulated time series data. |
start_event | Determine the starting point for each time series. |
summary_data | Utility function. |
vis.gam2 | Visualization of nonlinear interactions. |