Mastering R Programming: For Data Science and Analytics

Introduction to R Programming: How to Download; Install and Setup R & RStudio (R Tutorial 1.2)

Poisson Distribution in R (R Tutorial 3.2)

How to Produce Stratified Boxplots in R (R Tutorial 2.2b)

Multiple Linear Regression with Interaction in R (R Tutorial 5.9)

How to Modify Plots in R (R Tutorial 2.8)

Categorical Variables in Linear Regression in R; Example #2 (R Tutorial 5.8)

Customizing The Look of R Studio (R Tutorial 1.13)

Two-Sample t Test in R: Independent Groups (R Tutorial 4.2)

What is a Sampling Distribution?

Mann Whitney U aka Wilcoxon Rank-Sum Test in R (R Tutorial 4.3)

Checking Linear Regression Assumptions in R (R Tutorial 5.2)

How to Make Scatterplots in R (R Tutorial 2.6)

Multiple Linear Regression in R (R Tutorial 5.3)

How to Calculate Correlation & Covariance in R (R Tutorial 4.9)

Relative Risk; Odds Ratio & Risk Difference (aka Attributable Risk) in R (R Tutorial 4.8)

Change Reference/Baseline Category for a Categorical Variable in Regression Model (R Tutorial 5.6)

What is RStudio and Why Should You Download It? (R Tutorial 1.1)

Chi-Square Test; Fisher's Exact Test; & Cross Tabulations in R (R Tutorial 4.7)

Analysis of Variance (ANOVA) and Multiple Comparisons in R (R Tutorial 4.6)

Binomial Distribution in R (R Tutorial 3.1)

What is a Hypothesis Test and a P-Value?

How to Set Up a Working Directory in R (R Tutorial 1.10)

Interpreting Interaction in Linear Regression (Tutorial 5.10)

How to Add Legends to Plots in R (R Tutorial 2.10)

How to create Vectors; Matrices; and more in R (R Tutorial 1.4)

What is a Confidence Interval?

Changing a Numeric Variable to Categorical Variable in R (R Tutorial 5.4)

Getting Started With R (R Tutorial 1.3)

Normal Distribution; Z Scores; and Normal Probabilities in R (R Tutorial 3.3)

Scripts for Reproducible Research in R (R Tutorial 1.11)

How to Make Histograms in R (R Tutorial 2.3)

How to Make Stem and Leaf Plots in R (R Tutorial 2.4)

How to Make Bar Charts and Pie Charts in R (R Tutorial 2.1)

Sensitivity; Specificity; Positive Predictive Value and Negative Predictive Value

T Distribution and t Scores in R (R Tutorial 3.4)

How to Make Stacked Bar Charts; Grouped Bar Charts and Mosaic Plots in R (R Tutorial 2.5)

How to Calculate Mean; Standard Deviation; Frequencies in R (Descriptive Statistics R Tutorial 2.7)

Dummy Variables or Indicator Variables (R Tutorial 5.5)

Linear Regression in R (R Tutorial 5.1)

Paired t Test in R (R Tutorial 4.4)

One-Sample t Test in R (R Tutorial 4.1)

How to Add Text to Plots in R (R Tutorial 2.9)

Variable Selection in Linear Regression Using Partial F-Test in R (Tutorial 5.11)

How to Make Boxplots and Boxplots With Groups in R (R Tutorial 2.2)

Working with Variables and Data in R (R Tutorial 1.7)

How to Subset Data in R With Square Brackets and Logic Statements (R Tutorial 1.8)

Wilcoxon Signed Rank Test in R (R Tutorial 4.5)

Categorical Variables or Factors in Linear Regression in R (R Tutorial 5.7)

How to Import Data; Copy Data from Excel to R: .csv & .txt Formats (R Tutorial 1.5)

How to Install Packages in R (R Tutorial 1.12)

Logic Statements (TRUE/FALSE) and cbind and rbind Command in R (R Tutorial 1.9)

Importing Data and Working With Data in R (R Tutorial 1.6)