kdevick / BKMR-CMALinks
Code and description to implement Bayesian Kernel Machine Regression-Causal Mediation Analysis by Devick et al. (arXiv: 1811.10453)
☆15Updated last year
Alternatives and similar repositories for BKMR-CMA
Users that are interested in BKMR-CMA are comparing it to the libraries listed below
Sorting:
- QGcomp (quantile g-computation): estimating the effects of exposure mixtures. Works for continuous, binary, and right-censored survival o…☆40Updated 2 months ago
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆21Updated 5 years ago
- A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.☆13Updated 2 months ago
- ☆26Updated last week
- Datasets and scripts needed for Introduction to Regression Methods for Public Health Using R☆25Updated 8 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆38Updated 2 weeks ago
- ☆13Updated last year
- R package for risk regression and prediction with censored data☆48Updated 3 weeks ago
- Causal mediation and interaction analysis - 4way decomposition - Rscript☆10Updated 7 years ago
- R package for creating plots☆11Updated 4 months ago
- Bioconductor package to characterize, analyze and integrate exposome with omic and disease data☆16Updated last year
- Analysis the association between caffeine intake and gallstones and cholecystectomy among U.S adults☆11Updated 4 years ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated 2 months ago
- Gateway to Aging: Spousal Concordance☆10Updated 2 years ago
- R package lcmm☆65Updated this week
- High-dimensional Mediation Analysis (HIMA)☆24Updated last week
- Bayesian kernel machine regression☆58Updated 7 months ago
- Causal mediation analysis in R☆26Updated 4 years ago
- Plot Restricted Cubic Splines Curves☆34Updated 2 years ago
- Code for the paper 'Identifying Modifiable Risk Factors and Their Joint Effect on Dementia Prevention'☆15Updated 2 years ago
- An R package for full reporting of effect modification and interaction☆21Updated last year
- Code for pre-processing data for the paper: Rest-activity rhythms across the lifespan: cross-sectional findings from the U.S.-representat…☆10Updated last year
- Flexible mediation analysis using natural effect models in R☆24Updated 2 years ago
- A suite of functions for reproducible causal mediation analyses☆59Updated 4 months ago
- Public repository of R code and data for reproducing the analysis in the companion manuscript titled "Empirical Dietary Patterns Associat…☆13Updated 2 years ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Analysis of Global Burden of Disease data☆12Updated 4 years ago
- ☆11Updated 6 years ago
- ☆82Updated last month
- global burden of disease☆29Updated last year