Skip to main content
Team Based Statistics
Tien Chih
Contents
Prev
Up
Next
Contents
Prev
Up
Next
Front Matter
Learning Outcomes and Usage
Colophon
Author Biography
Dedication
1
Data Basics (B)
Types of Variables and their Relationships (B1)
Sampling Techniques (B2)
Visualizing Data (B3)
Centers of Data (B4)
Variation of Data (B5)
2
Probability (P)
Introduction to Probability (P1)
Conditional Probability (P2)
Bayes Theorem (P3)
Random Variables (P4)
Linear Combinations of Random Variables (P5)
3
Distributions (D)
Standard Normal Distribution (D1)
General Normal Distribution (D2)
Counting Principles (D3)
Binomial Distribution (D4)
Normal Approximation (D5)
4
Foundations for Inference (F)
Point Estimates (F1)
Introduction to Confidence Intervals (F2)
Introduction to Hypothesis Testing (F3)
5
Inference for Categorical Variables (C)
Size of Samples (Categorical)
Comparing Two Categorical Variables (C2)
Chi-Squared Test and Goodness of Fit (C3)
Chi-Squared Test and Independence (C4)
6
Inference for Numerical Variables (N)
The
t
-Variable and Sampling Distribution of Numerical Variables (N1)
Confidence Intervals and Hypothesis Testing for a single Numerical Variable (N2)
Paired Numerical Data (N3)
Comparing Two Numerical Variables (N4)
Size of Samples of Numerical Variables (N5)
ANOVA: Analysis of Variation (N6)
7
Linear Regression (R)
Linear Correlation of Variables (R1)
Interpreting Linear Regression (R2)
Inference and Linear Regression (R3)
Authored in PreTeXt
🔗
Team Based Statistics
Tien Chih
tien.chih.math@gmail.com
Learning Outcomes and Usage
Colophon
Author Biography
Dedication