Survey Research

  1. Survey Data Analysis
    1. Descriptive Statistics
      1. Frequencies and Percentages
        1. Measures of Central Tendency
          1. Mean
            1. Median
              1. Mode
                1. Weighted Means
                2. Measures of Dispersion
                  1. Range
                    1. Variance
                      1. Standard Deviation
                        1. Interquartile Range
                        2. Data Visualization
                          1. Tables
                            1. Charts and Graphs
                              1. Histograms
                                1. Box Plots
                              2. Inferential Statistics
                                1. Hypothesis Testing
                                  1. Null and Alternative Hypotheses
                                    1. Significance Levels
                                      1. Type I and Type II Errors
                                      2. Confidence Intervals
                                        1. Statistical Power
                                        2. Analyzing Relationships Between Variables
                                          1. Cross-Tabulations
                                            1. Chi-Square Tests
                                              1. Correlation
                                                1. Pearson Correlation
                                                  1. Spearman Correlation
                                                    1. Point-Biserial Correlation
                                                    2. T-tests
                                                      1. Independent Samples
                                                        1. Paired Samples
                                                          1. One-Sample T-tests
                                                          2. ANOVA
                                                            1. One-Way ANOVA
                                                              1. Two-Way ANOVA
                                                                1. Repeated Measures ANOVA
                                                                2. Regression Analysis
                                                                  1. Simple Linear Regression
                                                                    1. Multiple Regression
                                                                      1. Logistic Regression
                                                                        1. Ordinal Regression
                                                                      2. Analysis of Complex Survey Data
                                                                        1. Accounting for Stratification
                                                                          1. Accounting for Clustering
                                                                            1. Design Effects
                                                                              1. Use of Survey Analysis Software
                                                                                1. Variance Estimation Methods

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                                                                              7. Data Processing and Management

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                                                                              9. Total Survey Error Framework