Welcome to stats-misc’s documentation!

stats-misc collects a diverse number of statistic functions to calculate confidence intervals, p-values, perform meta-analysis, as well as function to support or evaluate machine learning models.

Setup

• A collection of statistical functions
  • Installation
  • Next steps…
  • Usage

Programmer reference

• Stats-misc API
  • stats_misc.intervals
  • stats_misc.meta_analysis
  • stats_misc.tests
  • stats_misc.resampling
  • stats_misc.machine_learning.validation
  • stats_misc.machine_learning.sksurv_utils
  • stats_misc.machine_learning.firthlogist
  • stats_misc.utils.general

Examples

• Examples
  • Content
    • A collection of statistical tests
    • Interval estimation
    • Resampling
    • Meta-analysis and heterogeneity estimators
    • Validating (machine learning) prediction models

Project admin

• Contributing to the project
• Raising issues
  • An example MRE

Indices and tables

• Index

• Module Index

• Search Page