Evolutionary Version of the Metropolis-Hastings Algorithm
Convert ATC Code for each patients to the corresponding DFS number of ...
Calculate the divergence between 2 distributions (the true Distributio...
Clustering of the solutions of the genetic algorithm using the hclust ...
Function used to compute the Hypergeometric score on a list of cocktai...
Function used to compute the Relative Risk on a list of cocktails
Function used in the reference article to compare diverse Disproportio...
Function used to convert your genetic algorithm results that are store...
The MCMC method that runs the random walk on a single cocktail in orde...
tools:::Rd_package_title("emcAdr")
Genetic algorithm, trying to reach riskiest cocktails (the ones which ...
Recover the square matrix of distance between cocktails where the inde...
Recover the square matrix of distance between cocktails where the inde...
Recover the square matrix of distance between cocktails where the inde...
Clustering of the solutions of the genetic algorithm using the hclust ...
Convert the histogram returned by the DistributionApproximation functi...
This function can be used in order to try different set of parameters ...
Function used to convert integer cocktails (like the one outputed by t...
Output the outstanding score (Outstanding_score) outputed by the MCMC ...
Used to add the p_value to each cocktail of cocktail list
Used to add the p_value to each cocktail of a csv_file that is an outp...
Used to add the p_value to each cocktail of an output of the genetic a...
Calculate p-value of sampled value
Plot the evolution of the mean and the best value of the population us...
Plot the histogram of the approximation of the RR distribution
Print every cocktails found during the genetic algorithm when used wit...
Make a Quantile-Quantile diagram from the output of the MCMC algorithm...
Function used to convert a string vector of drugs in form "drug1:drug2...
The true distribution of the score among every single nodes of the ATC
The true distribution of the score among every size-two cocktails
Provides computational methods for detecting adverse high-order drug interactions from individual case safety reports using statistical techniques, allowing the exploration of higher-order interactions among drug cocktails.