BKMR takes its full name from the Bayesian approach used for estimating the parameters. The advantages of this include the ability of estimating the importance of each variable ( rm r m) simultaneously, estimating uncertainties measures, and easily extending the estimation to longitudinal data. WebDescription Bayesian kernel machine regression (from the 'bkmr' package) is a Bayesian semi-parametric generalized linear model approach under identity and probit links. There are a number of functions in this package that extend Bayesian kernel machine regression fits …
Statistical software for analyzing the health effects of multiple ...
WebAug 13, 2024 · package (bkmr)[that implements the new BKMR ap-17] proach for studying mixtures within the R statistical pro-gram [18]. This software provides a general, user-friendly implementation of BKMR, along with a suite of functions for processing model output to enable investiga-tors to address the multifold objectives of a multi-exposure WebMethod: We introduce two new commands within the bkmr package 1) BKMR-CMA: a command that allows the estimation of direct and indirect health effects of multiple environmental exposures through a single mediator; 2) BKMR-MI: a command that is used for valid estimation of environmental mixture effects and evaluation of uncertainty in the … psp lawrence park
R: Fit Bayesian kernel machine regression
WebAug 20, 2024 · This newly developed software, integrated suite of tools, and extended methodology makes BKMR accessible for use across a broad range of epidemiological … WebThe BKMR models showed that the metal mixtures were positively associated with biological indicators of renal tubular damage when the metal mixtures were above the … WebMar 28, 2024 · ## you can now plot this data frame as you normally would for a BKMR fit ggplot (overallrisks.MI, aes (quantile, est, ymin = est - 1.96*sd, ymax = est + 1.96*sd)) + geom_hline (yintercept=00, linetype="dashed", color="gray")+ geom_pointrange ()+ ggtitle ("")+ scale_y_continuous (name="estimate") horseshow 4 u