Package: tidyILD Title: Tidy Intensive Longitudinal Data Analysis Version: 0.4.1 Authors@R: person( given = "Alex", family = "Litovchenko", role = c("aut", "cre"), email = "al4877@columbia.edu" ) Description: A reproducible, tidyverse-style framework for intensive longitudinal data analysis in R, with built-in methodological safeguards, provenance tracking, and reporting tools. Encodes time structure, enforces within-between decomposition, provides spacing-aware lags, and integrates diagnostics and visualization. Use ild_prepare(), ild_center(), ild_lag(), and related functions for a unified pipeline from raw EMA/diary data to interpretable models. URL: https://github.com/alitovchenko/tidyILD BugReports: https://github.com/alitovchenko/tidyILD/issues License: MIT + file LICENSE Encoding: UTF-8 Depends: R (>= 4.1.0) Imports: tibble, dplyr, lubridate, rlang, lme4, nlme, ggplot2, mgcv Suggests: BH, testthat (>= 3.0.0), roxygen2, knitr, rmarkdown, rstan, RcppEigen, broom.mixed, clubSandwich, jsonlite, yaml, tsibble, brms, KFAS, ctsem VignetteBuilder: knitr Collate: 'package.R' 'ild-class.R' 'ild_provenance.R' 'ild_methods.R' 'ild_compare_pipelines.R' 'ild_compare_fits.R' 'utils.R' 'ild_schema_tidy_augment.R' 'ild_tidy_helpers.R' 'ild_augment_helpers.R' 'ild_tsibble.R' 'ild_prepare_wide.R' 'ild_prepare.R' 'ild_summary.R' 'ild_center.R' 'ild_decomposition.R' 'ild_lag.R' 'ild_spacing_class.R' 'ild_spacing.R' 'ild_design_check.R' 'ild_missing_extensions.R' 'ild_missing_pattern.R' 'ild_missing_bias.R' 'ild_missing_model.R' 'ild_ipw_helpers.R' 'ild_ipw_weights.R' 'ild_iptw_weights.R' 'ild_iptw_msm_weights.R' 'ild_ipcw_weights.R' 'ild_joint_msm_weights.R' 'ild_ipw_refit.R' 'ild_msm_bootstrap.R' 'ild_msm_balance.R' 'ild_tvem.R' 'ild_tvem_plot.R' 'ild_check_lags.R' 'ild_panel_lag_prepare.R' 'ild_msm_history.R' 'ild_crosslag.R' 'ild_acf.R' 'ild_align.R' 'ild_lme.R' 'ild_person_model.R' 'ild_heterogeneity.R' 'ild_robust_se.R' 'ild_model_tidiers.R' 'ild_guardrail_registry.R' 'ild_missingness_report.R' 'ild_diagnostics_bundle.R' 'ild_diagnostics_utilities.R' 'ild_diagnostics.R' 'ild_manifest.R' 'ild_plot.R' 'ild_generics.R' 'ild_brms.R' 'ild_brms_s3.R' 'ild_brms_dynamics_formula.R' 'ild_ctsem.R' 'ild_ctsem_s3.R' 'ild_kfas_spec.R' 'ild_kfas_helpers.R' 'ild_kfas.R' 'ild_kfas_guardrails.R' 'ild_kfas_tidiers.R' 'ild_kfas_augment.R' 'ild_kfas_diagnose.R' 'ild_kfas_plot.R' 'ild_kfas_autoplot.R' 'ild_diagnose_fillers.R' 'ild_diagnose_methods.R' 'ild_autoplot_bundle.R' 'ild_circadian.R' 'ild_simulate.R' 'ild_msm_estimand.R' 'ild_msm_fit.R' 'ild_msm_contrast.R' 'ild_msm_simulation.R' 'ild_power.R' 'ild_recovery_metrics.R' 'data.R' 'broom.R' RoxygenNote: 7.3.3 Config/pak/sysreqs: cmake make Repository: https://alitovchenko.r-universe.dev Date/Publication: 2026-06-12 18:48:00 UTC RemoteUrl: https://github.com/alitovchenko/tidyild RemoteRef: HEAD RemoteSha: 74c1166ed2e0d8dda8403c58948a15bd256f059c NeedsCompilation: no Packaged: 2026-10-16 10:37:27 UTC; root Author: Alex Litovchenko [aut, cre] Maintainer: Alex Litovchenko