Conduct Idionomic Analyses for Time Series Modeling


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Documentation for package ‘idionomics’ version 0.1.0

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idionomics-package idionomics: Conduct Idionomic Analyses for Time Series Modeling
iarimax Run I-ARIMAX algorithm.
idionomics idionomics: Conduct Idionomic Analyses for Time Series Modeling
i_detrender Linearly detrend idiographic time series by the time variable.
i_pval Case by case p-value calculation based on t-distribution.
i_screener Screen subjects for data quality before entering the idionomic pipeline.
looping_machine Run dynamic looping I-ARIMAX algorithm.
plot.iarimax_results Caterpillar plot method for iarimax_results objects.
pmstandardize Person-level standardize (within-person z-score) time series.
sden_test Run Sign Divergence or Equisyncratic Null tests.
summary.iarimax_results Summary method for iarimax_results objects, based on focal predictor.
summary.sden_results Summary method for sden_results objects.