WorldatWork T3 exam : Quantitative Methods

T3 Exam Simulator
  • Exam Code: T3
  • Exam Name: Quantitative Methods
  • Updated: Aug 13, 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. Percentages, ratios, and proportions
      • 3. Compound growth and annuities
        - Data Collection & Presentation
        • 1. Graphical representation of data
          • 2. Populations vs samples
            • 3. Frequency distributions
              Inferential & Predictive Statistics25%- Probability & Sampling
              • 1. Sampling methods and error
                • 2. Basic probability rules
                  - Correlation Analysis
                  • 1. Linear correlation coefficients
                    • 2. Interpretation of correlation strength
                      - Regression Analysis
                      • 1. Simple linear regression
                        • 2. Using regression for market pricing
                          • 3. Multiple regression concepts
                            Descriptive Statistics25%- Distribution Shapes
                            • 1. Skewness and kurtosis
                              • 2. Normal distribution
                                - Measures of Variability
                                • 1. Z-scores and percentiles
                                  • 2. Range, interquartile range
                                    • 3. Variance and standard deviation
                                      - Measures of Central Tendency
                                      • 1. Mean, median, mode
                                        • 2. Weighted averages
                                          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

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