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Statistics A - Entire Course Guided Notes
Introduction to Statistics
Categorical Data Displays
Relative Frequencies
Comparing Two Categorical Variables
Describing and Comparing Data with Dotplots and Stemplots
Describing and Comparing Data with Histograms
Measures of Center and Location
Measures of Variability
Boxplots and Outliers
Calculating and Interpreting z-Scores
Uniform Density Curves
Normal Distributions
Finding Areas within a Normal Distribution
Finding Values from Probabilities
The Relationship between Two Quantitative Variables
Correlation
Making Predictions from a Least-Square Regression Line
Calculating the Least-Square Regression Line
Residuals
R-squared and s
Transforming to Achieve Linearity
Choosing the Best Model
Introduction to Sampling Methods
Simple Random Sample
Other Sampling Methods
Considerations When Sampling
Observational Studies and Experiments
Additional Principles of Experimental Design
How to Experiment Well
Experimental Designs
Scope of Inference
Introduction to Probability
Probability Rules
Applying Probability Rules
Conditional Probabilities
The Multiplication Rule for Dependent Events
The Multiplication Rule for Independent Events