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confidence-intervals

Here are 203 public repositories matching this topic...

scikit-learn-contrib / MAPIE

A scikit-learn-compatible module for estimating prediction intervals.

python data-science sklearn regression classification confidence-intervals

Updated Apr 3, 2023
Jupyter Notebook

ModernDive_book

moderndive / ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

data-science ggplot2 r dplyr rstudio tidyverse regression data-visualization statistical-inference rstats confidence-intervals tidy data-wrangling bootstrap-method regression-models hypothesis-testing infer permutation-test moderndive

Updated Mar 31, 2023
HTML

parameters

easystats / parameters

Sponsor

📊 Computation and processing of models' parameters

Updated Apr 3, 2023
R

juliangehring / Bootstrap.jl

Statistical bootstrapping library for Julia

statistics julia confidence-intervals bootstrapping bootstrapping-statistics

Updated Mar 8, 2023
Julia

henrikbostrom / crepes

Conformal regressors and predictive systems

python machine-learning sklearn jupyter-notebook regression confidence-intervals uncertainty-quantification quantile-regression conformal-prediction prediction-intervals cumulative-distribution-function conformal-regressors conformal-predictive-systems

Updated Feb 14, 2023
Jupyter Notebook

scikit-hep / resample

Randomization-based inference in Python

python bootstrap confidence-intervals jackknife resample permutation-test jackknife-resampling bootstrap-samples

Updated Apr 4, 2023
Python

Pegah-Ardehkhani / Statistics-and-Probability-in-Python

Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"

python statistics probability regression p-value scipy confidence-intervals matplotlib inferential-statistics discrete-distributions hypothesis-testing continuous-distributions probability-theory random-variables python-statistics statistics-for-data-science statiscal-learning statistical-hypothesis-testing parametric-hypothesis-tests statistics-using-python

Updated Jan 5, 2023
Jupyter Notebook

kolesarm / RDHonest

Honest inference in regression discontinuity designs

confidence-intervals regression-discontinuity-designs

Updated Aug 22, 2022
R

saattrupdan / doubt

Bringing back uncertainty to machine learning.

bootstrap machine-learning uncertainty confidence-intervals quantile-regression prediction-intervals quantile-regression-forests

Updated Mar 20, 2023
Python

mateuszbuda / ml-stat-util

Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers

python machine-learning statistics jupyter-notebook p-value confidence-intervals bootstrapping

Updated Mar 8, 2022
Jupyter Notebook

Alcampopiano / hypothesize

Robust statistics in Python

python r statistics stats data-analysis confidence-intervals hypothesis-testing significance-testing null-hypothesis robust-statistics

Updated Jul 13, 2022
Python

starkblaze01 / Artificial-Intelligence-Codes

Sponsor

Collection of Artificial Intelligence Algorithms implemented on various problems

reinforcement-learning genetic-algorithm epsilon-greedy gaussian-mixture-models confidence-intervals hidden-markov-model hopfield-network decision-tree-classifier hierarchical-clustering artificial-intelligence-algorithms k-sat travelling-salesman-problem k-means-clustering menace jealous-husband adaptive-smoothing

Updated Oct 23, 2020
Jupyter Notebook

Jeevesh8 / GHI-prediction

PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.

weather machine-learning transformer lstm forecasting confidence-intervals hacktoberfest dni ghi time-series-forecasting lstm-cnn dhi solar-irradiance series-models ghi-prediction

Updated May 21, 2020
Python

msn0 / wilson-score-interval

Wilson score interval implemented in javascript

wilson-score confidence-intervals wilson

Updated Jan 12, 2023
JavaScript

hhentschke / measures-of-effect-size-toolbox

Collection of Matlab functions for the computation of measures of effect size

statistics matlab confidence-intervals anova effect-size

Updated Nov 12, 2018
MATLAB

ledell / cvAUC

Computationally efficient confidence intervals for cross-validated AUC estimates in R

machine-learning r statistics cross-validation confidence-intervals auc variance

Updated Jan 18, 2022
R

christopherjenness / bootstrap

Library for bootstrapping statistics

bootstrap confidence-intervals bootstrapping-statistics

Updated Nov 25, 2017
Python

concurve

zadrafi / concurve

A repository for the 'concurve' R package which generates confidence distributions and likelihood functions. Includes documentation on how to do produce similar graphs for Stata.

r stata confidence-intervals bootstrap-method likelihood-functions frequentist-methods consonance cumulative-distribution-function compatibility-intervals confidence-distribution fiducial-distribution density-function surprisal-function deviance-function

Updated Dec 20, 2021
R

PharmCat / ClinicalTrialUtilities.jl

Clinical Trial related calculation: descriptive statistics, power and sample size calculation, power simulations, confidence interval calculation.

statistics simulation julia confidence-intervals descriptive-statistics bioequivalence clinical-trial sample-size-calculation cochran-mantel-haenszel

Updated Feb 12, 2023
Julia

CTU-Bern / presize

Precision Based Sample Size Calculation

confidence-intervals precision sample-size-calculation shiny-app

Updated Feb 22, 2023
R

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