Tidy Intensive Longitudinal Data Analysis


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Documentation for package ‘tidyILD’ version 0.0.1

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as_ild Coerce to ILD object
augment.ild_lme Tidy and augment ild_lme fits with broom.mixed
broom_ild_lme Tidy and augment ild_lme fits with broom.mixed
ema_example Example EMA-style intensive longitudinal dataset
ild_bundle Bundle a result with a reproducibility manifest
ild_center Within-person and between-person decomposition (centering)
ild_check_lags Check lag variable validity (gap-aware)
ild_diagnostics Residual diagnostics for an ILD model
ild_lag Spacing-aware lag within person
ild_lme Fit a linear mixed-effects model to ILD
ild_manifest Create a reproducibility manifest
ild_meta Get ILD metadata attributes
ild_missing_pattern Summarize missingness pattern in ILD
ild_plot ILD-specific plots
ild_prepare Prepare a data frame as an ILD (intensive longitudinal data) object
ild_simulate Simulate simple ILD for examples and tests
ild_spacing_class Classify spacing as regular-ish vs irregular-ish
ild_summary One-shot summary of an ILD object
is_ild Check if an object is a valid ILD tibble
tidy.ild_lme Tidy and augment ild_lme fits with broom.mixed
validate_ild Validate an ILD object and error if invalid