Statistics & Analytics

[niteshpurohit]

Type: Epic
Parent Issue: #393

Summary

Statistical calculations and data analysis

Scope

• Descriptive statistics (mean, median, mode, variance, stddev)
• Percentile and quantile calculations
• Correlation analysis (Pearson, Spearman)
• Histogram generation with binning

Child Work

• Task: Mutils::Stats.describe
• Task: Mutils::Stats.percentile
• Task: Mutils::Stats.correlation
• Task: Mutils::Histogram

Acceptance Criteria

• describe calculates comprehensive descriptive statistics
• percentile supports multiple interpolation methods
• correlation calculates Pearson and Spearman coefficients
• Histogram builds distributions with automatic/custom binning