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Summary
Author Biography
Table of Contents
Introductory Terms and Concepts | p. 1 |
Definitions of Some Basic Terms | p. 3 |
Levels of Scale | p. 13 |
Some Experimental Design Considerations | p. 24 |
Some Key Concepts | p. 30 |
Reflection Problems | p. 30 |
Location | p. 31 |
Reasonable Expectations for Statistics | p. 32 |
Location Concepts | p. 33 |
Three Classical Location Descriptive Statistics | p. 36 |
Four Criteria for Evaluating Statistics | p. 46 |
Two Robust Location Statistics | p. 47 |
Some Key Concepts | p. 49 |
Reflection Problems | p. 49 |
Dispersion | p. 53 |
Quality of Location Descriptive Statistics | p. 54 |
Important in Its Own Right | p. 54 |
Measures of Score Spread | p. 57 |
Variance | p. 62 |
Situation-Specific Maximum Dispersion | p. 67 |
Robust Dispersion Descriptive Statistics | p. 69 |
Standardized Score World | p. 70 |
Some Key Concepts | p. 72 |
Reflection Problems | p. 73 |
Shape | p. 75 |
Two Shape Descriptive Statistics | p. 76 |
Normal Distributions | p. 86 |
Two Additional Univariate Graphics | p. 91 |
Some Key Concepts | p. 94 |
Reflection Problems | p. 95 |
Bivariate Relationships | p. 97 |
Pearson's r | p. 99 |
Three Features of r | p. 101 |
Three Interpretation Contextual Factors | p. 110 |
Psychometrics of the Pearson r | p. 116 |
Spearman's rho | p. 118 |
Two Other r-Equivalent Correlation Coefficients | p. 124 |
Bivariate Normality | p. 128 |
Some Key Concepts | p. 130 |
Reflection Problems | p. 131 |
Statistical Significance | p. 133 |
Sampling Distributions | p. 135 |
Hypothesis Testing | p. 142 |
Properties of Sampling Distributions | p. 150 |
Standard Error/Sampling Error | p. 154 |
Test Statistics | p. 156 |
Statistical Precision and Power | p. 169 |
Pcalculated | p. 177 |
Some Key Concepts | p. 182 |
Reflection Problems | p. 182 |
Practical Significance | p. 185 |
Effect Sizes | p. 187 |
Confidence Intervals | p. 200 |
Confidence Intervals for Effect Sizes | p. 207 |
Some Key Concepts | p. 210 |
Reflection Problems | p. 211 |
Multiple Regression Analysis: Basic GLM Concepts | p. 215 |
Purposes of Regression | p. 217 |
Simple Linear Prediction | p. 220 |
Perfectly Uncorrelated Predictors | p. 232 |
Correlated Predictors, No Suppressor Effects | p. 234 |
Correlated Predictors, Suppressor Effects Present | p. 237 |
[beta] Weights versus Structure Coefficients | p. 240 |
A Final Comment on Collinearity | p. 244 |
Some Key Concepts | p. 245 |
Reflection Problems | p. 246 |
A GLM Interpretation Rubric | p. 247 |
Do I Have Anything? | p. 248 |
Where Does My Something Originate? | p. 266 |
Stepwise Methods | p. 270 |
Invoking Some Alternative Models | p. 278 |
Some Key Concepts | p. 299 |
Reflection Problems | p. 300 |
One-Way Analysis of Variance (ANOVA) | p. 303 |
Experimentwise Type I Error | p. 304 |
ANOVA Terminology | p. 309 |
The Logic of Analysis of Variance | p. 311 |
Practical and Statistical Significance | p. 317 |
The "Homogeneity of Variance" Assumption | p. 319 |
Post Hoc Tests | p. 325 |
Some Key Concepts | p. 329 |
Reflection Problems | p. 330 |
Multiway and Other Alternative ANOVA Models | p. 333 |
Multiway Models | p. 333 |
Factorial versus Nonfactorial Analyses | p. 343 |
Fixed-, Random-, and Mixed-Effects Models | p. 345 |
Brief Comment on ANCOVA | p. 354 |
Some Key Concepts | p. 357 |
Reflection Problems | p. 358 |
The General Linear Model (GLM): ANOVA via Regression | p. 359 |
Planned Contrasts | p. 360 |
Trend/Polynomial Planned Contrasts | p. 375 |
Repeated-Measures ANOVA via Regression | p. 380 |
GLM Lessons | p. 385 |
Some Key Concepts | p. 390 |
Reflection Problems | p. 391 |
Some Logistic Models: Model Fitting in a Logistic Context | p. 393 |
Logistic Regression | p. 394 |
Loglinear Analysis | p. 413 |
Some Key Concepts | p. 423 |
Reflection Problems | p. 424 |
Scores (n = 100) with Near Normal Distributions | p. 427 |
References | p. 431 |
Index | p. 449 |
About the Author | p. 457 |
Table of Contents provided by Ingram. All Rights Reserved. |
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