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SPSS For Research

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SPSS data analysis made easy. Become an expert in advanced statistical analysis with SPSS.


01 - Getting Started
  • 001 Introduction
  • 002 Course Outline

  • 02 - The Basics
  • 001 Guide 1 Working With SPSS Files
  • 002 Guide 2 Defining Variables
  • 002 Guide-2-Define-Vars.pdf
  • 003 Guide 3 Variable Recoding
  • 003 Guide-3-Recode.pdf
  • 004 Guide 4 Dummy Variables
  • 004 Guide-4-Dummy.pdf
  • 005 Guide 5 Selecting Cases
  • 005 Guide-5-Select.pdf
  • 006 Guide 6 File Splitting
  • 006 Guide-6-Split-File.pdf
  • 007 Guide 7 Data Weighting
  • 007 Guide-7-Weighing.pdf

  • 03 - Creating Charts in SPSS
  • 001 Guide 8 Column Charts
  • 001 Guide-8-Column.pdf
  • 002 Guide 9 Line Charts
  • 002 Guide-9-Line.pdf
  • 003 Guide 10 Scatterplot Charts
  • 003 Guide-10-Scatter.pdf
  • 004 Guide 11 Boxplot Diagrams
  • 004 Guide-11-Boxplot.pdf

  • 04 - Simple Analysis Techniques
  • 001 Guide 12 Frequencies Procedure
  • 001 Guide-12-Frequencies.pdf
  • 002 Guide 13 Descriptives Procedure
  • 002 Guide-13-Descriptives.pdf
  • 003 Guide 14 Explore Procedure
  • 003 Guide-14-Explore.pdf
  • 004 Guide 15 Means Procedure
  • 004 Guide-15-Means.pdf
  • 005 Guide 16 Crosstabs Procedure
  • 005 Guide-16-Crosstabs.pdf

  • 05 - Assumption Checking. Data Transformations
  • 001 Guide 17 Checking for Normality - Numerical Methods
  • 002 Guide 17 Checking for Normality - Graphical Methods
  • 003 Guide 17 Checking for Normality - What to Do If We Do Not Have Normality
  • 003 Guide-17-Normality.pdf
  • 004 Guide 18 Detecting Outliers - Graphical Methods
  • 005 Guide 18 Detecting Outliers - Numerical Methods
  • 006 Guide 18 Detecting Outliers - How to Handle the Outliers
  • 006 Guide-18-Outliers.pdf
  • 007 Guide 19 Data Transformations
  • 007 Guide-19-Transfromations.pdf

  • 06 - One-Sample Tests
  • 001 Guide 20 One-Sample T Test - Introduction
  • 002 Guide 20 One-Sample T Test - Running the Procedure
  • 002 Guide-20-Onesample-T.pdf
  • 003 Guide 21 Binomial Test
  • 004 Guide 21 Binomial Test with Weighted Data
  • 004 Guide-21-Binomial.pdf
  • 005 Guide 22 Chi Square for Goodness-of-Fit
  • 006 Guide 22 Chi Square for Goodness-of-Fit with Weighted Data
  • 006 Guide-22-Chi-Goodness.pdf

  • 07 - Association Tests
  • 001 Guide 23 Pearson Correlation - Introduction
  • 002 Guide 23 Pearson Correlation - Assumption Checking
  • 003 Guide 23 Pearson Correlation - Running the Procedure
  • 003 Guide-23-Pearson.pdf
  • 004 Guide 24 Spearman Correlation - Introduction
  • 005 Guide 24 Spearman Correlation - Running the Procedure
  • 005 Guide-24-Spearman.pdf
  • 006 Guide 25 Partial Correlation - Introduction
  • 007 Guide 25 Partial Correlation - Practical Example
  • 007 Guide-25-Partial-Correl.pdf
  • 008 Guide 26 Chi Square For Association
  • 009 Guide 26 Chi Square For Association with Weighted Data
  • 009 Guide-26-Chi-Association.pdf
  • 010 Guide 27 Loglinear Analysis - Introduction
  • 011 Guide 27 Loglinear Analysis - Hierarchical Loglinear Analysis
  • 012 Guide 27 Loglinear Analysis - General Loglinear Analysis
  • 012 Guide-27-Loglinear.pdf

  • 08 - Tests For Mean Difference
  • 001 Guide 28 Independent-Sample T Test - Introduction
  • 002 Guide 28 Independent-Sample T Test - Assumption Testing
  • 003 Guide 28 Independent-Sample T Test - Results Interpretation
  • 003 Guide-28-Independent-T.pdf
  • 004 Guide 29 Paired-Sample T Test - Introduction
  • 005 Guide 29 Paired-Sample T Test - Assumption Testing
  • 006 Guide 29 Paired-Sample T Test - Results Interpretation
  • 006 Guide-29-Paired-T.pdf
  • 007 Guide 30 One-Way ANOVA - Introduction
  • 008 Guide 30 One-Way ANOVA - Assumption Testing
  • 009 Guide 30 One-Way ANOVA - F Test Results
  • 010 Guide 30 One-Way ANOVA - Multiple Comparisons
  • 010 Guide-30-Oneway.pdf
  • 011 Guide 31 Two-Way ANOVA - Introduction
  • 012 Guide 31 Two-Way ANOVA - Assumption Testing
  • 013 Guide 31 Two-Way ANOVA - Interaction Effect
  • 014 Guide 31 Two-Way ANOVA - Simple Main Effects
  • 014 Guide-31-Twoway.pdf
  • 015 Guide 32 Three-Way ANOVA - Introduction
  • 016 Guide 32 Three-Way ANOVA - Assumption Testing
  • 017 Guide 32 Three-Way ANOVA - Third Order Interaction
  • 018 Guide 32 Three-Way ANOVA - Simple Second Order Interaction
  • 019 Guide 32 Three-Way ANOVA - Simple Main Effects
  • 020 Guide 32 Three-Way ANOVA - Simple Comparisons (1)
  • 021 Guide 32 Three-Way ANOVA - Simple Comparisons (2)
  • 021 Guide-32-Threeway.pdf
  • 022 Guide 33 Multivariate ANOVA - Introduction
  • 023 Guide 33 Multivariate ANOVA - Assumption Checking (1)
  • 024 Guide 33 Multivariate ANOVA - Assumption Checking (2)
  • 025 Guide 33 Multivariate ANOVA - Result Interpretation
  • 025 Guide-33-Multivariate-Anova.pdf
  • 026 Guide 34 Analysis of Covariance (ANCOVA) - Introduction
  • 027 Guide 34 Analysis of Covariance (ANCOVA) - Assumption Checking (1)
  • 028 Guide 34 Analysis of Covariance (ANCOVA) - Assumption Checking (2)
  • 029 Guide 34 Analysis of Covariance (ANCOVA) - Results Intepretation
  • 029 Guide-34-Ancova.pdf
  • 030 Guide 35 Repeated Measures ANOVA - Introduction
  • 031 Guide 35 Repeated Measures ANOVA - Assumption Checking
  • 032 Guide 35 Repeated Measures ANOVA - Results Interpretation
  • 032 Guide-35-36-Repeated-Measures.pdf
  • 033 Guide 36 Within-Within Subjects ANOVA - Introduction
  • 034 Guide 36 Within-Within Subjects ANOVA - Assumption Checking
  • 035 Guide 36 Within-Within Subjects ANOVA - Interaction
  • 036 Guide 36 Within-Within Subjects ANOVA - Simple Main Effects (1)
  • 037 Guide 36 Within-Within Subjects ANOVA - Simple Main Effects (2)
  • 038 Guide 36 Within-Within Subjects ANOVA - Case of Nonsignificant Interaction
  • 039 Guide 37 Mixed ANOVA - Introduction
  • 040 Guide 37 Mixed ANOVA - Assumption Checking
  • 041 Guide 37 Mixed ANOVA - Interaction
  • 042 Guide 37 Mixed ANOVA - Simple Main Effects (1)
  • 043 Guide 37 Mixed ANOVA - Simple Main Effects (2)
  • 044 Guide 37 Mixed ANOVA - Case of Nonsignificant Interaction
  • 044 Guide-37-Mixed-Anova.pdf
  • 045 Guide 38 Mann-Whitney Test - Introduction
  • 046 Guide 38 Mann-Whitney Test - Results Interpretation
  • 046 Guide-38-Mannwhitney.pdf
  • 047 Guide 39 Wilcoxon and Sign Tests - Wilcoxon Test
  • 048 Guide 39 Wilcoxon and Sign Tests - Sign Test
  • 048 Guide-39-Wilcoxon-Sign.pdf
  • 049 Guide 40 Kruskal-Wallis and Median Tests - Kruskal-Wallis Test
  • 050 Guide 40 Kruskal-Wallis and Median Tests - Median Test
  • 050 Guide-40-Kruskal-Median.pdf
  • 051 Guide 41 Friedman Test
  • 051 Guide-41-Friedman.pdf
  • 052 Guide 42 McNemar Test
  • 052 Guide-42-Mcnemar.pdf

  • 09 - Predictive Techniques
  • 001 Guide 43 Simple Regression - Introduction
  • 002 Guide 43 Simple Regression - Assumption Checking (1)
  • 003 Guide 43 Simple Regression - Assumption Checking (2)
  • 004 Guide 43 Simple Regression - Results Interpretation
  • 004 Guide-43-Simple-Reg.pdf
  • 005 Guide 44 Multiple Regression - Introduction
  • 006 Guide 44 Multiple Regression - Assumption Checking
  • 007 Guide 44 Multiple Regression - Results Interpretation
  • 007 Guide-44-Multiple-Reg.pdf
  • 008 Guide 45 Regression with Dummy Variables
  • 008 Guide-45-Dummy-Reg.pdf
  • 009 Guide 46 Sequential Regression
  • 009 Guide-46-Sequential-Reg.pdf
  • 010 Guide 47 Binomial Regression - Introduction
  • 011 Guide 47 Binomial Regression - Assumption Checking
  • 012 Guide 47 Binomial Regression - Goodness-of-Fit Indicators
  • 013 Guide 47 Binomial Regression - Coefficient Interpretation (1)
  • 014 Guide 47 Binomial Regression - Coefficient Interpretation (2)
  • 015 Guide 47 Binomial Regression - Classification Table
  • 015 Guide-47-Binomial-Reg.pdf
  • 016 Guide 48 Multinomial Regression - Introduction
  • 017 Guide 48 Multinomial Regression - Assumption Checking
  • 018 Guide 48 Multinomial Regression - Goodness-of-Fit Indicators
  • 019 Guide 48 Multinomial Regression - Coefficient Interpretation (1)
  • 020 Guide 48 Multinomial Regression - Coefficient Interpretation (2)
  • 021 Guide 48 Multinomial Regression - Coefficient Interpretation (3)
  • 022 Guide 48 Multinomial Regression - Classification Table
  • 022 Guide-48-Multinom-Regr.pdf
  • 023 Guide 49 Ordinal Regression - Introduction
  • 024 Guide 49 Ordinal Regression - Assumption Testing
  • 025 Guide 49 Ordinal Regression - Goodness-of-Fit Indicators
  • 026 Guide 49 Ordinal Regression - Coefficient Interpretation (1)
  • 027 Guide 49 Ordinal Regression - Coefficient Interpretation (2)
  • 028 Guide 49 Ordinal Regression - Classification Table
  • 028 Guide-49-Ordinal-Regr.pdf

  • 10 - Scaling Techniques
  • 001 Guide 50 Reliability Analysis - Cronbachs Alpha
  • 002 Guide 50 Reliability Analysis - Cohens Kappa
  • 003 Guide 50 Reliability Analysis - Kendalls W
  • 003 Guide-50-Reliability.pdf
  • 004 Guide 51 Multidimensional Scaling - Introduction
  • 005 Guide 51 Multidimensional Scaling - ALSCAL procedure (1)
  • 006 Guide 51 Multidimensional Scaling - ALSCAL procedure (2)
  • 007 Guide 51 Multidimensional Scaling - PROXSCAL procedure (1)
  • 008 Guide 51 Multidimensional Scaling - PROXSCAL procedure (2)
  • 008 Guide-51-Mds.pdf

  • 11 - Data Reduction
  • 001 Guide 52 Principal Component Analysis - Introduction
  • 002 Guide 52 Principal Component Analysis - Running the Procedure
  • 003 Guide 52 Principal Component Analysis - Testing For Adequacy
  • 004 Guide 52 Principal Component Analysis - Obtaining a Final Solution
  • 005 Guide 52 Principal Component Analysis - Interpreting the Final Solutions
  • 006 Guide 52 Principal Component Analysis - Final Considerations
  • 006 Guide-52-Pca.pdf
  • 007 Guide 53 Correspondence Analysis - Introduction
  • 008 Guide 53 Correspondence Analysis - Running the Procedure
  • 009 Guide 53 Correspondence Analysis - Results Interpretation
  • 010 Guide 53 Correspondence Analysis - Imposing Category Constraints
  • 010 Guide-53-Corresp.pdf

  • 12 - Grouping Methods
  • 001 Guide 54 Cluster Analysis - Introduction
  • 002 Guide 54 Cluster Analysis - Hierarchical Cluster
  • 003 Guide 54 Cluster Analysis - K-Means Cluster
  • 003 Guide-54-Cluster.pdf
  • 004 Guide 55 Discriminant Analysis - Introduction
  • 005 Guide 55 Discriminant Analysis - Simple DA
  • 006 Guide 55 Discriminant Analysis - Multiple DA
  • 006 Guide-55-Discriminant.pdf

  • 13 - Addenda
  • 001 Guide 56 Multiple Response Analysis

  • 14 - Course Materials
  • 001 Download Links.html
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