Survey Creation and Analysis

  1. Statistical Analysis of Survey Data
    1. Descriptive Analysis
      1. Univariate Analysis
        1. Frequency Distributions
          1. Measures of Central Tendency
            1. Mean
              1. Median
                1. Mode
                2. Measures of Variability
                  1. Range
                    1. Variance
                      1. Standard Deviation
                        1. Interquartile Range
                      2. Bivariate Analysis
                        1. Cross-tabulation
                          1. Correlation Analysis
                            1. Comparison of Means
                            2. Data Visualization
                              1. Frequency Charts
                                1. Distribution Plots
                                  1. Comparison Charts
                                2. Inferential Statistics
                                  1. Hypothesis Testing Framework
                                    1. Null and Alternative Hypotheses
                                      1. Test Statistics
                                        1. P-values
                                          1. Significance Levels
                                            1. Type I and Type II Errors
                                            2. Tests for Means
                                              1. One-Sample t-test
                                                1. Independent Samples t-test
                                                  1. Paired Samples t-test
                                                    1. One-Way ANOVA
                                                      1. Two-Way ANOVA
                                                      2. Tests for Proportions
                                                        1. One-Sample Proportion Test
                                                          1. Two-Sample Proportion Test
                                                            1. Chi-Square Test of Independence
                                                              1. Chi-Square Goodness of Fit
                                                              2. Confidence Intervals
                                                                1. Confidence Interval Construction
                                                                  1. Interpretation
                                                                    1. Margin of Error
                                                                  2. Relationship Analysis
                                                                    1. Correlation Analysis
                                                                      1. Pearson Correlation
                                                                        1. Spearman Correlation
                                                                          1. Kendall's Tau
                                                                          2. Regression Analysis
                                                                            1. Simple Linear Regression
                                                                              1. Multiple Linear Regression
                                                                                1. Logistic Regression
                                                                                  1. Ordinal Regression
                                                                                  2. Advanced Modeling
                                                                                    1. Multilevel Modeling
                                                                                      1. Structural Equation Modeling
                                                                                        1. Time Series Analysis
                                                                                      2. Specialized Survey Analysis Techniques
                                                                                        1. Complex Sample Analysis
                                                                                          1. Design-Based Inference
                                                                                            1. Variance Estimation
                                                                                              1. Finite Population Correction
                                                                                              2. Subgroup Analysis
                                                                                                1. Stratified Analysis
                                                                                                  1. Interaction Effects
                                                                                                    1. Multiple Comparisons
                                                                                                    2. Longitudinal Analysis
                                                                                                      1. Change Analysis
                                                                                                        1. Growth Curve Modeling
                                                                                                          1. Panel Data Analysis

                                                                                                      Previous

                                                                                                      6. Data Processing and Preparation

                                                                                                      Go to top

                                                                                                      Next

                                                                                                      8. Advanced Survey Methodology