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@finite-sample

finite-sample

econometrics adjacent
README.md

Finite Sample

Practical, well‑documented tooling for applied statistics and econometrics: deployable probability calibration, exact thresholding for stepwise metrics, stable trees, projection‑pursuit dimension reduction, nonparametric smoothing, and time‑series trend estimation. Several libraries are scikit‑learn compatible; others target R directly or expose R’s capabilities to AI assistants via MCP.

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  1. rmcp rmcp Public

    R MCP Server

    Python 193 12

  2. pyppur pyppur Public

    pyppur: Python Projection Pursuit Unsupervised (Dimension) Reduction To Min. Reconstruction Loss or DIstance DIstortion

    Python 4

  3. calibre calibre Public

    Advanced Calibration Models

    Python 4

  4. optimal-classification-cutoffs optimal-classification-cutoffs Public

    Script for calculating the optimal cut-off for max. F1-score, etc.

    Python 6 1

  5. endorsement endorsement Public

    Derive Proportion Supporting A Group From an Endorsement Experiment

    Python 2

  6. guess guess Public

    Adjust naive estimates of learning for guessing

    R 3

Repositories

Showing 10 of 54 repositories
  • pyppur Public

    pyppur: Python Projection Pursuit Unsupervised (Dimension) Reduction To Min. Reconstruction Loss or DIstance DIstortion

    finite-sample/pyppur’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Dec 28, 2025
  • incline Public

    Estimate Trend at a Point in a Noisy Time Series

    finite-sample/incline’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Dec 28, 2025
  • calibre Public

    Advanced Calibration Models

    finite-sample/calibre’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Dec 27, 2025
  • stable-cart Public

    Stable CART: Lower Cross-Bootstrap Prediction Variance

    finite-sample/stable-cart’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Dec 27, 2025
  • fewlab Public

    Pick the fewest items to label for most efficient unbiased OLS regression on per‑row trait shares

    finite-sample/fewlab’s past year of commit activity
    Python 1 0 0 0 Updated Dec 27, 2025
  • optimal-classification-cutoffs Public

    Script for calculating the optimal cut-off for max. F1-score, etc.

    finite-sample/optimal-classification-cutoffs’s past year of commit activity
    Python 6 1 0 0 Updated Dec 27, 2025
  • hessband Public

    Analytic BW selector for univariate NW and KDE

    finite-sample/hessband’s past year of commit activity
    Python 2 0 0 0 Updated Dec 23, 2025
  • rank-preserving-calibration Public

    Rank preserving calibration of multiclass prob.

    finite-sample/rank-preserving-calibration’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Dec 21, 2025
  • alsgls Public

    Factor Analytic ALS for GLS

    finite-sample/alsgls’s past year of commit activity
    Python 2 0 0 0 Updated Dec 20, 2025
  • onlinerake Public

    Online raking with SGD or MWU

    finite-sample/onlinerake’s past year of commit activity
    Python 1 0 0 0 Updated Dec 20, 2025
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