Pok - Introduction to Statistics with SPSS
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Syllabus-SU17
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Topic 1: Introduction to Statistics
Topic 1.1: Math Review
Topic 1.2: Index Numbers
Topic 2: Variables & Measurement in Statistics
Topic 2.1: Visualizing Data (Frequency Tables, charts, and graphs)
Topic 3: Measures of Central Tendency
Topic 4: Dispersion or Variation
Topic 5: The Normal Curve
Topic 5.1: Chebyshev's Theorem - non-normal distributions
Topic 6: Probability in Statistics
Topic 7: Estimation Procedures
Topic 8: Hypothesis Testing I
Topic 9: Hypothesis Testing II
Topic 10: Chi-Sq
Topic 11: ANOVA
Topic 12: Association - Ordinal Variables (Gamma, tau, Somers d, Spearman rho)
Topic 13: Association - Interval Ratio variables (Pearson r)
SPSS Guide
SPSS Videos
SPSS videos on YouTube
SPSS 1: Introduction to SPSS
SPSS 2: Introduction to SPSS & Data Entry
SPSS 3: Frequency Tables & Charts
SPSS 4: Recode command
SPSS 5: Compute Command
SPSS 6: Confidence Intervals
SPSS 7: Hypothesis Testing I & II
SPSS 8: ANOVA
SPSS 9: Chi-Sq
SPSS 10: Phi, Cramer's V, Lambda, Gamma, Spearman's Rho
SPSS 11: Pearson r & Scatterplots
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by Topics
Descriptive Statistics
Topic 1: Introduction to Statistics
Topic 2: Basic Concepts & Stats
Topic 3: Visualizing Data
Topic 4: Centrality & Dispersion (mean, median, & mode, standard deviation)
Topic 5: The Normal Curve
Inferential Statistics
Topic 6: Probability in Statistics
Topic 7: Estimation Procedures (point estimates, margin of error, confidence intervals)
Topic 8: Hypothesis Testing I (one-sample mean, one-sample proportion tests)
Topic 9: Hypothesis Testing II (two-sample means, two-sample proportions tests)
Topic 10: Chi-Sq (nonparametric)
Topic 11: ANOVA
Measures of Association
Topic 12: Measures of Association - Nominal & Ordinal Variables (Phi, Cramer's V, Lambda, Gamma, Spearman's rho)
Topic 13: Measures of Association - Interval Variables (scatterplots, Pearson r, linear regression)