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Statistics & Big Data 24-25 Labs
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Table of contents
1
🫶 About
Get Started
2
✨Prerequisites
3
📦 R Packages
4
🔥 Nice warm-up
5
🗒️ Syllabus
6
💻 Hypothesis Testing
7
💻 Essentials of Data Wrangling and Basic Statistics
8
Linear Regression
9
💻 Linear Regression in class
10
💻 Second Intermediate Sample Questions
11
💻 Intermediate Sample Questions
12
💻 ANOVA
13
💻 Dummy Variables
14
💻 Intermediate preparation
15
💻 Binary Logistic Regression
16
💻 Binary LogReg exer
17
💻 PCA
18
💻 Poisson regr exer
19
💻 Hierarchical Clustering
20
💻 K-Means Clustering
21
💻 Regression Trees
22
⚡ course performance
23
✋ How to ask for help!
24
❓ Frequently Asked Questions
Appendix
25
Symbols, formulas, statistics and parameters
26
Datasets
References
View book source
26
Datasets
The following data sets are available for download. TBD…
Data sets
Example reference
csv
format
25
Symbols, formulas, statistics and parameters
References
On this page
26
Datasets
View source
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