WorldatWork Quantitative Methods : T3

  • Exam Code: T3
  • Exam Name: Quantitative Methods
  • Updated: Aug 24, 2026     Q & A: 0 Questions and Answers

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WorldatWork T3 Exam Syllabus Topics:

SectionWeightObjectives
Foundations of Quantitative Analysis20%- Mathematics for Compensation
  • 1. Time value of money
    • 2. Compound growth and annuities
      • 3. Percentages, ratios, and proportions
        - Data Collection & Presentation
        • 1. Graphical representation of data
          • 2. Frequency distributions
            • 3. Populations vs samples
              Application to Compensation Design30%- Market Data Analysis
              • 1. Calculating market benchmarks
                • 2. Aging and adjusting survey data
                  - Pay Structure Development
                  • 1. Midpoints, ranges, and spread
                    • 2. Compa-ratio and range penetration
                      • 3. Grade progression and overlap
                        - Quantitative Decision Making
                        • 1. Evaluating compensation program costs
                          • 2. Modeling variable pay and incentives
                            Inferential & Predictive Statistics25%- Correlation Analysis
                            • 1. Interpretation of correlation strength
                              • 2. Linear correlation coefficients
                                - Probability & Sampling
                                • 1. Sampling methods and error
                                  • 2. Basic probability rules
                                    - Regression Analysis
                                    • 1. Multiple regression concepts
                                      • 2. Using regression for market pricing
                                        • 3. Simple linear regression
                                          Descriptive Statistics25%- Distribution Shapes
                                          • 1. Skewness and kurtosis
                                            • 2. Normal distribution
                                              - Measures of Variability
                                              • 1. Variance and standard deviation
                                                • 2. Range, interquartile range
                                                  • 3. Z-scores and percentiles
                                                    - Measures of Central Tendency
                                                    • 1. Weighted averages
                                                      • 2. Mean, median, mode

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