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1.1 - Damned Statistics
1.2 - What Are Statistics?
1.3 - Populations and Samples
1.4 - Common Research Designs
1.5 - Variables
1.6 - Types of Data
1.7 - Notation
1.8 - Math Refresher
2.1 - Frequency Tables
2.2 - Frequency Graphs
3.1 - Mean
3.2 - Median
3.3 - Mode
3.4 - Choosing a Measure of Center
4.1 - Range
4.2 - Deviations and the Concept of an Average Deviation
4.3 - Calculating Sum of Squares
4.4 - Calculating Variance
4.5 - Why Are the Variance Formulas Different?
4.6 - Calculating Standard Deviation
4.7 - Attributes of Standard Deviations
4.8 - Choosing a Measure of Spread
5.1 - Calculating Z-Scores for Individual Scores
5.2 - Standardizing Scores
5.3 - Comparing Individual Scores from Different Scales
5.4 - Comparing Scores Between Individuals
5.5 - Using Z-Scores to Translate to Other Scales
6.1 - Calculating Probabilities
6.2 - Probabilities and Frequency Distributions
6.3 - The Normal Distribution
6.4 - Finding Proportions or Probabilities from Z-scores
6.5 - Finding Proportions or Probabilities from an Individual Score (X)
6.6 - Finding Z-scores from Proportions or Percentages
6.7 - Finding Individual Scores (X) from Percentages
6.8 - Application / Level Up
7.1 - Applying Z-scores and Probability to Groups of Scores
7.2 - Distribution of Sample Means
7.3 - The Central Limit Theorem
7.4 - Z-scores for Sample Means
7.5 - Finding Proportions or Probabilities from a Sample Mean (M)
7.6 - Finding Sample Means (M) from Percentages
8.1 - The Scientific Method
8.2 - Steps of the Scientific Method
8.3 - Introduction to Null Hypothesis Significance Testing (NHST)
8.4 - The Null and Alternative Hypotheses
8.5 - Hypothesis Testing Steps
Extra
Assumptions
Appendix A
8
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Introduction to Statistics and Statistical Thinking Copyright © 2022 by Eric Haas is licensed under a Creative Commons Attribution 4.0 International License, except where otherwise noted.
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