STAT 5860 - Introduction to Statistical Computing
Statistical Computing
STAT 5860 - Introduction to Statistical Computing
Set Up
1
Installation
2
Settings
3
Tour
4
Getting Started
Communicate
5
Data Science
6
Scripts
7
Markdown
8
R Markdown
9
Quarto
10
Interactivity
Visualize
11
Base R
12
ggplot2
13
ggplot2 syntax
14
Univariate plots
15
Bivariate plots
16
Customize
17
Export
Tidy
18
Import
19
Explore
20
Wrangle
21
Pivot
22
Join
Program
23
Objects
24
Functions
25
Logical Operations
26
Control Flow
Simulate
27
Distributions
28
Monte Carlo
29
Estimators
30
Intervals
31
Processes
Model
32
Normal analyses
33
Binomial analyses
34
Simple Linear Regression
35
Regression
36
Poisson Regression
37
Logistic Regression
Appendices
A
Gradescope
B
Schedule
Table of contents
STAT 5860 - Introduction to Statistical Computing
Statistical Computing
Author
Jarad Niemi
STAT 5860 - Introduction to Statistical Computing
Welcome STAT 5860 - Introduction to Statistical Computing at Iowa State University.
Set Up