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mechkar

Some helper functions for research and predictive modeling

This package is intended to help researchers to do their job esier...

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Install

install.packages('mechkar')

Monthly Downloads

10

Version

1.14.6

License

GPL-3

Issues

0

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Maintainer

Tomas Karpati

Last Published

March 5th, 2020

Functions in mechkar (1.14.6)

age_adjusted

Returns age-adjusted proportions with its confidence interval
MeanCI

Calculates the mean and 95% confidence interval of a numeric vector
getMissingness

Determine the degree of missings on a dataset
Table1

Print or export a formatted Table 1
getModelCutoffs

Function for selection of the prediction cutoffs by each quantile of the prediction
Table2

Print a formatted table with the Odds/Hazard ratios from a given model
PropCI

Calculates the proportion and 95% confidence interval of a binary or dichotomic vector
exploreData

A tool for visual exploration of a dataset.
Table2.forestplot

Generate a paper ready plot with a risk table and a foresplot
ValidityTest

Print a formatted table with the validity test for the results of a screening or a predictive model
modelValidity

Return discriminative and calibration measures for predictive models
train_test

Generates a training and test dataset