README.md

In janbrederecke/analyzeD: Functions that help to easily analyze data

analyzeD

R package with useful functions for data analysis and reporting.

Overview

regression_ family

Easily compute different kinds of regression

• regression_lin() Calculates linear regression models using lm().

• regression_log() Calculates logistic regression models using glm().

• regression_cox() Calculates Cox regression models using survival::coxph().

random_forest_ family

Easily compute different kinds of random forests

• random_forest_regr() Calculates random forest models for regression problems using ranger::ranger().

• random_forest_class() Calculates random forest models for classification problems using ranger::ranger().

• random_forest_surv() Calculates random forest models for survival problems using ranger::ranger().

create_table family

Turn the output of regression_ and random_forest_ functions into HTML output

• create_table() Creates HTML tables from regression_ and random_forest_ results.

Installation

You can get the development version from GitHub with:

devtools::install_github("janbrederecke/analyzeD")

Acknowledgement

The logo was designed by Tim Brederecke.

Contact

Please submit feedback and suggestions through Github's issues facility.

janbrederecke/analyzeD documentation built on Jan. 2, 2023, 5:41 a.m.