Categorical Data Analysis
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The Naming of Parts
Categorical Data
Frequency Tables
The Chi-Squared Goodness-of-Fit Test
The Chi-squared Distribution
The Binomial Test
The Chi-squared test for association
Simpson, Cohen and McNemar
SPSS procedures that help
Frequencies
Crosstabs
Chi-square
Binomial
Types of Data
Quantitative
Qualitative
Nominal
Ordinal
Frequency Table
Bar chart
Cross-classification or Contingency Table
Simple use of SPSS Crosstabs
Goodness of Fit Chi-squared Test
Chance performance and the Binomial Test
Confidence Intervals for Binomial Proportions
Pearson’s Chi-squared
Yates’ Continuity Correction
Fisher’s Exact Test
Odds and Odds Ratios
Log Odds and Log Odds ratios
Sensitivity and Specificity
Signal Detection Theory
Simpson’s Paradox
Measures of agreement: Cohen’s Kappa
Measures of change: McNemar’s Test
Association or Independence: Chi-squared test of association
Comparing two or more classified samples
This talk is part of the Statistical Methods for Cognitive Psychologists series.
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