Embedded Files
Course Files
Course Files
Slides and Sample Programs
The file below contains the sample code and lecture slides from all 10 lectures !
[.zip of lecture slides and sample programs]
Textbook
Davies, T. M. (2016). The Book of R: A First Course in Programming and Statistics. No Starch Press.
[Download PDF] [Amazon] [Book of R - Solutions to Practice Problems]
Other Useful Resources (for after the course)
Learning Statistics in R: This is a great book with information about how to conduct many kinds of statistical analyses in R
Signal Detection Theory in R: A blog post briefly introducing the 'psycho" package for signal detection theory
The Complete ggplot2() Tutorial: Basic tutorial about ggplot2() package whihc can be really useful for generating beautiful plots.
The R Graphics Cookbook: Great book with useful information about using ggplot2()
Color Names: This is an image showing some useful color names in R for generating plots
Tidyverse: This is a collection of packages that are commonly used in R coding
R Markdown: This package which was covered in the last lecture is useful for displaying results in a digestible format
Lecture Videos
Lecture Videos
Click the white arrow in the top-corner to open a full-sized video in a new window!
1 - Welcome.mp41 - Welcome!
1 - Welcome!
2 - Excel.mp42 - Excel & Pivot Tables
2 - Excel & Pivot Tables
3 - Getting Started .mp43 - Getting Started
3 - Getting Started
4 - Vectors.mp44 - Vectors & DataFrames
4 - Vectors & DataFrames
5 - Contingencies.mp45 - Contingencies
5 - Contingencies
6 - Reading and Writing.mp46 - Reading & Writing
6 - Reading & Writing
7 - Summarizing Data.mp47 - Summarizing Data
7 - Summarizing Data
8 - Plotting Data.mp48 - PLots
8 - PLots
9 - Full Data Analysis.mp49 - Full Data ANalysis
9 - Full Data ANalysis
10 - R Markdown.mp410 - R Markdown
10 - R Markdown
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