Bayesian Distributed Lag Non-Linear Models (B-DLNM)


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Documentation for package ‘bdlnm’ version 0.1.0

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attributable Calculate attributable number and fractions from a Bayesian distributed-lag model (B-DLNM).
bcrosspred Predict exposure-lag-response effects from a Bayesian distributed-lag model (B-DLNM).
bdlnm Fit a Bayesian distributed lag non-linear model (B-DLNM)
london London temperature and mortality data
optimal_exposure Calculate the exposure value that minimizes or maximizes the overall cumulative effect of a Bayesian distributed lag non-linear model (B-DLNM)
plot.bcrosspred Plot the predicted effects from a Bayesian distributed-lag model (B-DLNM).
plot.optimal_exposure Plot posterior distribution of optimal effect exposure values