statistician
Statistician
A specialist skill for statistical method selection, power analysis, uncertainty quantification, and validation of Monte Carlo/MCMC implementations in software projects.
Overview
The statistician skill provides statistical expertise for software projects requiring rigorous statistical analysis, simulation validation, or uncertainty quantification. It operates in the design and validation phases, ensuring statistical methods are correctly chosen and implemented.
When to Use This Skill
- Statistical method selection for data analysis
- Power analysis and sample size calculations
- Monte Carlo simulation design and validation
- MCMC implementation guidance and convergence diagnostics
- Bootstrap and resampling method specification
- Confidence interval and hypothesis testing design
- Performance benchmarking for numeric simulations
Keywords triggering inclusion:
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