Intro to Stats
Levels of Measurement
Intro to Collecting Data
Sampling Methods
Visualizing Qualitative vs. Quantitative Data
Frequency Distributions
Histograms
Boxplots
Mean
Median
Interpreting Standard Deviation
Percentiles & Quartiles
Basic Concepts of Probability
Complements
Addition Rule
Multiplication Rule: Independent Events
Multiplication Rule: Dependent Events
Discrete Random Variables
Binomial Distribution
Standard Normal Distribution
Sampling Distribution of the Sample Mean and Central Limit Theorem
Introduction to Confidence Intervals
Confidence Intervals for Population Mean
Confidence Intervals for Population Proportion
Steps in Hypothesis Testing
Performing Hypothesis Tests: Means
Performing Hypothesis Tests: Proportions
Type I & Type II Errors
Two Proportions
Two Means - Unknown, Unequal Variance
Two Means - Unknown, Equal Variance
Two Means - Known Variance
Two Means - Matched Pairs (Dependent Samples)
Two Variances and F Distribution
Scatterplots & Intro to Correlation
Correlation Coefficient
Linear Regression & Least Squares Method
Goodness of Fit Test
Contingency Tables
Independence Tests
Introduction to ANOVA
One-Way ANOVA - Excel
Two-Way ANOVA
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