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jeksterslabRlinreg Package

Installation and the basics.

Introduction to jeksterslabRlinreg

Learn how to get started with the basics of jeksterslabRlinreg.

The linreg() Function

The main function.

Tests: The Linear Regression Model

Population Regression Model

The population regression model.

Tests: The Simple Linear Regression Model

Other Tests

Other tests.

Tests: The Linear Regression Model (Descriptives - Simple Regression)

Tests: The Linear Regression Model (Plots)

Tests: The Linear Regression Model (Descriptives)

Tests: The Linear Regression Model (Ordinary Least Squares)

Tests: Estimates of Regression Coefficients from summary matrices

Tests: The Linear Regression Model (Projection Matrix)

Tests: The Linear Regression Model (Predicted)

Tests: The Linear Regression Model (Residuals)

Tests: The Linear Regression Model (Sum of Squares)

Tests: The Linear Regression Model (Coefficient of Determination)

Tests: The Linear Regression Model (Mean Square Error)

Tests: The Linear Regression Model (Model Assessment)

Tests: The Linear Regression Model (Residual Variance)

Tests: The Linear Regression Model (Variance-Covariance Matrix of Estimates of Regression Coefficients)

Tests: The Linear Regression Model (Standard Errors of Estimates of Regression Coefficients)

Tests: The Linear Regression Model (ANOVA Table)

Tests: The Linear Regression Model (Null Hypothesis Significance Testing)

Tests: The Linear Regression Model (Leverage)

Tests: The Linear Regression Model (Studentized Residuals)