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Everything you Wanted to Know About Statistics (Well, Sort of) | |
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Building Statistical Models | |
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Populations and Samples | |
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Simple Statistical Models | |
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Frequency Distributions | |
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Is My Sample Representative of the Population? | |
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Linear Models | |
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How Can We Tell If Our Model Represents the Real World? | |
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The SPSS Environment | |
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Versions of SPSS Getting Started | |
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The Data Editor | |
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The Output Viewer | |
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The Syntax Window Saving Files Retrieving a File | |
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Exploring Data | |
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Parametric Data | |
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Graphing and Screening Data | |
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Exploring Groups of Data | |
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Testing Whether a Distribution is Normal Testing for Homogeneity of Variance Graphing Means | |
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Correlation | |
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How Do We Measure Relationships? | |
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Data Entry for Correlation Analysis | |
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Using SPSS Graphing Relationships | |
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The Scatterplot Bivariate Correlation | |
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Partial Correlation | |
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How To Report Correlation Coefficients | |
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regression | |
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An Introduction to Regression | |
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Doing Simple Regression on SPSS | |
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Interpreting a Simple Regression Multiple Regression | |
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The Basics How Accurate Is My Regression Model? | |
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How To Do Multiple Regression Using SPSS | |
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Interpreting Multiple Regression | |
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How To Report Multiple Regression Categorical Predictors and Multiple Regression | |
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Logistic Regression | |
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Background to Logistic Regression | |
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What Are the Principles behind Logistic Regression? | |
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Running the Analysis A Research Example Interpreting Logistic Regression | |
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How To Report Logistic Regression Another Example | |
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Testing for Multicollinearity Things That Can Go Wrong | |
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Comparing Two Means | |
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Revision of Experimental Research | |
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Inputting Data and Displaying Means with Error Bar Charts | |
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Testing Differences between Means | |
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The t-Test | |
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The Dependent t-Test | |
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The Independent t-Test Between Groups or Repeated Measures? | |
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The t-Test as a General Linear Model | |
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What If Our Data Are Not Normally Distributed? | |
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Comparing Several Means: Anova (GLM 1) | |
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The Theory behind ANOVA | |
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Running One-Way ANOVA on SPSS | |
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Output from One-Way ANOVA | |
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Calculating the Effect Size Reporting Results from One-Way Independent | |
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ANOVA Violations of Assumptions in One-Way Independent | |
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ANOVA Analysis of Covariance, ANCOVA (GLM 2) | |
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What Is ANCOVA? | |
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Conducting ANCOVA on SPSS Interpreting the Output from ANCOVA | |
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ANCOVA Run as a Multiple Regression | |
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Additional Assumptions in ANCOVA | |
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Calculating the Effect Size Reporting Results | |
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Factorial ANOVA (GLM 3) | |
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Theory of Factorial ANOVA (Between Groups) | |
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Factorial ANOVA Using SPSS Output from Factorial | |
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ANOVA Interpreting Interaction Graphs | |
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Calculating Effect Sizes Reporting the Results of Two-Way ANOVA | |
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Factorial ANOVA as Regression | |
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Repeated-Measures Designs (GLM 4) | |
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Introduction to Repeated-Measures | |
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Designs Theory of One-Way Repeated-Measures | |
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ANOVA One-Way Repeated-Measures | |
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ANOVA Using SPSS Output for One-Way Repeated-Measures | |
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ANOVA Effect Sizes for Repeated-Measures | |
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ANOVA Reporting One-Way Repeated-Measures | |
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ANOVA Repeated-Measures with Several Independent Variables | |
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Output for Factorial Repeated-Measures | |
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ANOVA Effect Sizes for Factorial Repeated-Measures | |
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ANOVA Reporting the Results from Factorial Repeated-Measures | |
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ANOVA Mixed Design ANOVA (GLM 5) | |
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Mixed ANOVA on SPSS Output for Mixed Factorial | |
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ANOVA Main Analysis Calculating Effect Sizes | |
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Reporting the Results of Mixed | |
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ANOVA Non-Parametric Tests | |
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Comparing Two Independent Conditions | |
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The Wilcoxon Rank-Sum | |
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Test and Mann-Whitney | |
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Test Comparing Two Related Conditions | |
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The Wilcoxon Signed-Rank | |
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Test Differences between Several Independent Groups | |
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The Kruskal-Wallis Test | |
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Differences between Several Related Groups Friedman's | |
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ANOVA Multivariate Analysis of Variance (MANOVA) | |
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Introduction Similarities and Differences to ANOVA | |
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Theory of MANOVA Assumptions of MANOVA | |
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MANOVA on SPSS Output from MANOVA Following Up MANOVA wi | |