WorldatWork Quantitative Methods : T3

  • Exam Code: T3
  • Exam Name: Quantitative Methods
  • Updated: Oct 01, 2026     Q & A: 0 Questions and Answers

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WorldatWork T3 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Descriptive Statistics25%- Distribution Shapes
  • 1. Normal distribution
    • 2. Skewness and kurtosis
      - Measures of Central Tendency
      • 1. Mean, median, mode
        • 2. Weighted averages
          - Measures of Variability
          • 1. Z-scores and percentiles
            • 2. Range, interquartile range
              • 3. Variance and standard deviation
                Topic 2: Application to Compensation Design30%- Quantitative Decision Making
                • 1. Modeling variable pay and incentives
                  • 2. Evaluating compensation program costs
                    - Market Data Analysis
                    • 1. Aging and adjusting survey data
                      • 2. Calculating market benchmarks
                        - Pay Structure Development
                        • 1. Midpoints, ranges, and spread
                          • 2. Compa-ratio and range penetration
                            • 3. Grade progression and overlap
                              Topic 3: 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. Populations vs samples
                                      • 2. Frequency distributions
                                        • 3. Graphical representation of data
                                          Topic 4: Inferential & Predictive Statistics25%- Correlation Analysis
                                          • 1. Linear correlation coefficients
                                            • 2. Interpretation of correlation strength
                                              - Probability & Sampling
                                              • 1. Sampling methods and error
                                                • 2. Basic probability rules
                                                  - Regression Analysis
                                                  • 1. Multiple regression concepts
                                                    • 2. Simple linear regression
                                                      • 3. Using regression for market pricing

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