Useful Tools for Scientific Research

Documentation for package ‘mechkar’ version 1.14.6

age_adjusted	Returns age-adjusted proportions with its confidence interval
exploreData	A tool for visual exploration of a dataset.
getMissingness	Determine the degree of missings on a dataset
getModelCutoffs	Function for selection of the prediction cutoffs by each quantile of the prediction
MeanCI	Calculates the mean and 95% confidence interval of a numeric vector
modelValidity	Return discriminative and calibration measures for predictive models
PropCI	Calculates the proportion and 95% confidence interval of a binary or dichotomic vector
Table1	Print or export a formatted Table 1
Table2	Print a formatted table with the Odds/Hazard ratios from a given model
Table2.forestplot	Generate a paper ready plot with a risk table and a foresplot
train_test	Generates a training and test dataset
ValidityTest	Print a formatted table with the validity test for the results of a screening or a predictive model