Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
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Sep 16, 2020 - HTML
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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
Statistical bootstrapping library for Julia
Randomization-based inference in Python
Collection of Artificial Intelligence Algorithms implemented on various problems
Statistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers
Wilson score interval implemented in javascript
Computationally efficient confidence intervals for cross-validated AUC estimates in R
Honest inference in regression discontinuity designs
Collection of Matlab functions for the computation of measures of effect size
Library for bootstrapping statistics
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.
A Set of Functions to Make Social Science Analysis Easier. These include a simple count with frequencies and weights. A way to calculate a mean with confidence intervals. A way to recode variables and keep their order, as well as a function to combine multiple dataframes with the same naming convention.
Effect size calculator within a number of contexts
This repo contains a detailed exploratory analysis of the West Nile Virus outbreak in the US and a statistical analysis of SAT and ACT decline in participation rates.
PyTorch Code for running various time series models for different time stamps and confidence intervals for Solar Irradiance prediction.
Clinical Trial related calculation: descriptive statistics, power and sample size calculation, power simulations, confidence interval, pharmacokinetics / pharmacodynamics parameters calculation.
Utility functions for statistical population samples.
Simple linear regression with confidence intervals
Tests and confidence intervals for differences in cross-validated AUC
FEERCI: A Package for Fast non-parametric confidence intervals for Equal Error Rates
Opinionated statistical inference engine with fluent api to make it easier for conducting statistical inference with little or no knowledge of statistical inference principles involved
Are You Sure You're Sure? - Effects of Visual Representation on the Cliff Effect in Statistical Inference
This Repository Contains R-Codes executed on various Datasets in RStudio. I Hope This Repository is very helpful for those who are Willing to build their Career in Data Science, Big Data.
LikelihoodProfiler is a Julia package for practical identifiability analysis and confidence intervals evaluation.
Basic bootstrapping for estimation statistics.
A series of statistical models applied to different case studies
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