OVERVIEW
Introduction to RStudio
WORKING WITH DATA
Math Functions
Entering Data & Variable Names
Creating Sequences
Statistical Functions
Vector Arithmetic
Indexing and Subsetting Vectors
Sampling
Simulations
Data Frames
Matrices and Matrix Computations
Working With Google Drive
Uploading Google Sheets Dataset
Uploading RStudio Graphics to Google Docs
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Basic Graphics
Pie Charts
Bar Graphs
Stem-and-Leaf
Histograms
Boxplots
Scatterplots
Categorical Scatterplots
Advanced Graphics
Colors
Points and Symbols
Lines
Axis, Text, and Legends
Categorical Scatterplots and Legends
Multiple Plot Layout
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Distributions
Normal Distribution
Uniform Distribution
Binomial Distribution
t Distribuion
Chi-square Distribution
Linear Regression
Linear Regression - Basic
Linear Regression - Inference
Nonlinear Regression
Exponential Growth
Power Law
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Inference
One Sample Mean - σ
One Proportion
One Sample Mean - s
Matched Pairs
Difference of Means
Difference of Proportions
Chi-Square
Conditional Statements and Loops
if and if-else statements
for and while loops
repeat, break, and next
Functions
Creating Functions
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