第1个回答 2009-02-14
目录1. Introduction and Review of Basic Statistics With SPSS 1VariablesResearch Hypotheses and Research QuestionsA Sample Research Problem: The Modified High School and Beyond (HSB) StudyResearch Questions for the Modified HSB StudyFrequency DistributionsLevels of MeasurementDescriptive StatisticsConclusions About Measurement and the Use of StatisticsThe Normal CurveInterpretation Questions2. Data Coding and Exploratory Analysis (EDA) 24Rules for Data CodingExploratory Data Analysis (EDA)Statistical AssumptionsChecking for Errors and Assumptions With Ordinal and Scale VariablesUsing Tables and Figures for EDATransforming VariablesInterpretation QuestionsExtra Problems3. Selecting and Interpreting Inferential Statistics 46Selection of Inferential StatisticsThe General Linear ModelInterpreting the Results of a Statistical TestAn Example of How to Select and Interpret Inferential StatisticsReview of Writing About Your OutputsConclusionInterpretation Questions4. Several Measures of Reliability 63Problem 4.1: Cronbach's Alpha for the Motivation ScaleProblems 4.2 & 4.3: Cronbach's Alpha for the Competence and Pleasure ScalesProblem 4.4: Test-Retest Reliability Using CorrelationProblem 4.5: Cohen's Kappa With Nominal DataInterpretation QuestionsExtra Problems5. Exploratory Factor Analysis and Principal Components Analysis 76Problem 5.1: Factor Analysis on Math Attitude VariablesProblem 5.2: Principal Components Analysis on Achievement VariablesInterpretation QuestionsExtra Problems6. Multiple Regression 90Problem 6.1: Using the Simultaneous Method to Compute Multiple RegressionProblem 6.2: Simultaneous Regression Correcting MulticollinearityProblem 6.3: Hierarchical Multiple Linear RegressionInterpretation Questions7. Logistic Regression and Discriminant Analysis 109Problem 7.1: Logistic RegressionProblem 7.2: Hierarchical Logistic RegressionProblem 7.3: Discriminant Analysis (DA)Interpretation Questions8. Factorial ANOVA and ANCOVA 129Problem 8.1: Factorial (2-Way) ANOVAProblem 8.2: Post Hoc Analysis of a Significant InteractionProblem 8.3: Analysis of Covariance (ANCOVA)Interpretation QuestionsExtra Problems9. Repeated Measures and Mixed ANOVAs 147The Product Data SetProblem 9.1: Repeated Measures ANOVAProblem 9.2: The Friedman Nonparametric Test for Several Related SamplesProblem 9.3: Mixed ANOVAInterpretation Questions10. Multivariate Analysis of Variance (MANOVA) and Canonical Correlation 162Problem 10.1: GLM Single-Factor Multivariate Analysis of VarianceProblem 10.2: GLM Two-Factor Multivariate Analysis of VarianceProblem 10.3: Mixed MANOVAProblem 10.4: Canonical CorrelationInterpretation Questions