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Book 3: Analyzing Data
Curriculum
3 Sections
19 Lessons
10 Weeks
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Chapter 1: The Confidence Game: Estimation
4
1.1
Understanding Sampling Distributions
10 mins
1.2
An EXTREMELY Important Idea: The Central Limit Theorem
10 mins
1.3
Confidence: It Has Its Limits!
10 mins
1.4
Fit to a t
10 mins
Chapter 2: One-Sample Hypothesis Testing
11
2.1
Hypotheses, Tests, and Errors
10 mins
2.2
Hypothesis Tests and Sampling Distributions
10 mins
2.3
Catching Some Z’s Again
10 mins
2.4
Z Testing in R
10 mins
2.5
t for One
10 mins
2.6
t-Testing in R
10 mins
2.7
Working with t-Distributions
10 mins
2.8
Visualizing t-Distributions
10 mins
2.9
Testing a Variance
10 mins
2.10
Working with Chi-Square Distributions
10 mins
2.11
Visualizing Chi-Square Distributions
10 mins
Chapter 3: Two-Sample Hypothesis Testing
4
3.1
Hypotheses Built for Two
10 mins
3.2
Sampling Distributions Revisited
10 mins
3.3
t for Two
10 mins
3.4
Like Peas in a Pod: Equal Variances
10 mins
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