Package: bdlim 0.4.2

bdlim: Bayesian Distributed Lag Interaction Models

Estimation and interpretation of Bayesian distributed lag interaction models (BDLIMs). A BDLIM regresses a scalar outcome on repeated measures of exposure and allows for modification by a categorical variable under four specific patterns of modification. The main function is bdlim(). There are also summary and plotting files. Details on methodology are described in Wilson et al. (2017) <doi:10.1093/biostatistics/kxx002>.

Authors:Ander Wilson [aut, cre]

bdlim_0.4.2.tar.gz
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bdlim.pdf |bdlim.html✨
bdlim/json (API)
NEWS

# Install 'bdlim' in R:

install.packages('bdlim', repos = c('https://anderwilson.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/anderwilson/bdlim/issues

Datasets:

sbd_bdlim - Simulated Birth Data

On CRAN:

3.54 score 1 scripts 550 downloads 5 exports 38 dependencies

Last updated 5 months agofrom:1b56fc5930. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 10 2024
R-4.5-win	OK	Oct 10 2024
R-4.5-linux	OK	Oct 10 2024
R-4.4-win	OK	Oct 10 2024
R-4.4-mac	OK	Oct 10 2024
R-4.3-win	OK	Oct 10 2024
R-4.3-mac	OK	Oct 10 2024

Exports:bdlim1 bdlim1_logistic bdlim4 makebasis modelcompare

Dependencies:BayesLogit cli colorspace cpp11 dplyr fansi farver generics ggplot2 glue gtable isoband labeling LaplacesDemon lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig purrr R6 RColorBrewer rlang scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Fit the BDLIM model with 1 pattern of modification	bdlim1
Fit the BDLIM model with 1 pattern of modification with logistic regression	bdlim1_logistic
Fit the BDLIM model with all 4 patterns of modification	bdlim4
Make orthonomal basis for weight functions	makebasis
Model comparison for bdlim objects	modelcompare
Plot for Summary pf BDLIM	plot.summary.bdlim4
Print Results	print.bdlim1
Print Results	print.bdlim4
Print Summary of bdlim4	print.summary.bdlim4
Simulated Birth Data	sbd_bdlim
Summary for bdlim1	summary.bdlim1
Summary for bdlim4	summary.bdlim4