- statistics
- Descriptive and Analytic measures
- normal distribution, standard scores, and probability
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DESCRIPTIVE STATISTICS
- Measures of Frequency
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Measures of Central Tendency
- 1. Mode
- 2. Median
- 3. Mean
- Measures of Dispersion
- Range
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standard deviation
- better performance, if SD is smaller
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Normal Distribution
- Bell curve
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Standard Scores
- Z - scores
- T - scores
- to compare two variables
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Probability
- likelihood
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Inferential Statistics
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Prerequisites
- Standard Error of the Mean
- Standard Error of the Difference Between Sample Means
- Degrees of Freedom
- Critical Values
- One-Tailed Versus Two-Tailed Hypotheses
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Parametric Statistics
- t-tests
- Analysis of Variance (ANOVA)
- Two-way ANOVA
- Analysis of Covariance (ANCOVA)
- Multivariate Analysis of Variance (MANOVA)
- Repeated Measures ANOVA
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Nonparametric Tests
- Chi Square (X2)
- Mann-Whitney U/Wilcoxon Rank Sums
- Kruskal-Wallis/Friedman
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Correlation
- Pearson Product-Moment Correlation
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Statistical Packages
- SPSS
- VARBRUL