statistical-inference

There are 9 repositories under statistical-inference topic.

ImperialCollegeLondon / covid19model
Code for modelling estimated deaths and cases for COVID19.
covid-19 bayesian-statistics renewal-process branching-process intervention-study probabilistic-models statistical-models statistical-inference statistical-computing
Language:Stan 944
ModernDive_book
moderndive / ModernDive_book
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
moderndive data-science tidyverse statistical-inference r ggplot2 infer hypothesis-testing confidence-intervals regression regression-models data-visualization data-wrangling tidy rstudio rstats dplyr bootstrap-method permutation-test
Language:HTML 793
scikit-hep / pyhf
pure-Python HistFactory implementation with tensors and autodiff
high-energy-physics statistical-inference scientific-computations numpy scipy asymptotic-formulas statistics frequentist-statistics cls histfactory python hep hep-ex scikit-hep jax closember
Language:Python 291
msuzen / looper
A resource list for causality in statistics, data science and physics
statistics statistical-inference bayesian-inference causality-analysis causality data-science physics machine-learning causal-inference meta-learning causal-machine-learning causal-models causality-algorithms causation causal-networks statistical-physics statistical-mechanics causal causal-discovery causal-impact
266
aangelopoulos / ppi_py
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
confidence-interval confidence-intervals inference machine-learning p-value p-values statistical-analysis statistical-inference statistics
Language:Python 264
MobileTeleSystems / Ambrosia
Ambrosia is a Python library for A/B tests design, split and result measurement
ab-testing experiment-design split-testing statistical-inference statistics
Language:Python 235
milaan9 / DataScience_Interview_Questions
My Solutions to 120 commonly asked data science interview questions.
data-science machine-learning predective-modeling probability statistical-inference data-analysis product-metrics interview-questions interview-preparation tutor-milaan9 python4datascience python-tutorial-github python-jupyter-notebooks
Language:Jupyter Notebook 222
afni / afni
Official AFNI source and documentation
anatomical-mri dwi fmri fmri-analysis fmri-data-analysis mri quality-control statistical-inference statistics visualization
Language:C 179
cmbant / getdist
MCMC sample analysis, kernel densities, plotting, and GUI
kernel-density-estimation plotting-in-python mcmc statistical-inference contour-plot sampling-methods
Language:Python 178
kingaa / pomp
R package for statistical inference using partially observed Markov processes
mathematical-modelling statistical-inference dynamical-systems stochastic-processes state-space markov-model particle-filter likelihood-free likelihood r time-series abc markov-chain-monte-carlo sequential-monte-carlo sobol-sequence b-spline differential-equations measurement-error iterated-filtering simulation-based-inference
Language:R 118
mikenguyen13 / data_analysis
Streamline a data analysis process
causal-analysis causal-inference causal-models causality data-science data-visualization datascience guide guidebook machine-learning machinelearning statistical-analysis statistical-inference statistical-learning statistical-methods statistics statistics-course r
Language:HTML 83
scikit-hep / hepstats
HEP statistics tools and utilities.
hep hep-ex statistics python python3 scikit-hep statistical-inference
Language:Python 81
UT-ECE-Student-Resources
moshafieeha / UT-ECE-Student-Resources
A curated list of valuable resources from our studies at the University of Tehran (UT), School of Electrical and Computer Engineering (ECE)
ai complier data data-science deep-learning generative-ai network neural-network nlp os reinforcement-learning statistical-inference xai crypto-currencies database networks software-testing trustworthy-ai computer-architecture data-mining
70
aschleg / hypothetical
Hypothesis and statistical testing in Python
hypothesis python statistics analysis comparison-tests statistical-tests statistics-library statistical-inference inferential-statistics nonparametric-statistics nonparametric-tests frequentist-statistics frequentist-methods hypothesis-testing
Language:Python 66
Mooseburger1 / Springboard-Data-Science-Immersive
python data-science pyspark web-scraping statistical-analysis statistical-inference statistical-modeling deep-learning convolutional-neural-networks deep-neural-networks tensorflow tensorboard opencv nlp time-series-analysis time-series-prediction h5 sql hadoop eda
Language:Jupyter Notebook 63
suneelpatel / Statistics-for-Data-Science-using-Python
Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.
statistics-for-data-science python-statistics data-science statistict-using-python statistical-analysis statistical-inference
Language:Jupyter Notebook 45
bank-of-england / Shapley_regressions
Statistical inference on machine learning or general non-parametric models
machine-learning artificial-intelligence artificial-neural-networks statistical-inference statistical-tests non-parametric-inference time-series shapley-decomposition data-analysis simulation-modeling support-vector-machines random-forest
Language:Python 44
mrtkp9993 / Statistical-Modeling-Examples
Basic statistical modelling examples.
statistical-analysis statistical-inference statistical-modeling python python3 stan pystan regression-analysis regression-models anova analysis-of-variance pandas matplotlib seaborn r-language r-programming r-markdown
Language:R 42
spisakt / pTFCE
Probabilistic Threshold-Free Cluster Enhancement of Neuroimages
neuroimaging tfce fsl statistical-inference cluster-enhancement
Language:R 41
learnable-opinion-dynamics
corradomonti / learnable-opinion-dynamics
Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"
kdd2020 tensorflow generative-model opinion-dynamics opinion-mining temporal-graphs expectation-maximization statistical-inference
Language:Python 37
SRSWTI / axis
AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.
artificial-intelligence deep-learning inference llm machine-learning nlp probabilistic-models search-engine software-engineering statistical-inference
35
benthecoder / JohnHopkinsDataScience
My Code Repository for Coursera Data Science Specialization by John Hopkins University
data-science data-analysis certificate coursera online-course johns-hopkins-university exploratory-data-analysis data-visualization r tidyverse rstudio statistics rpubs statistical-inference regression-analysis caret
Language:HTML 31
francescoalemanno / KissABC.jl
Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation
bayesian-inference approximate-bayesian-computation statistical-inference probabilistic-inference bayesian-data-analysis kissabc julia-language
Language:Julia 29
cimentaur / polyquant
Matlab toolbox for polyenergetic quantitative (polyquant) X-ray CT reconstruction with demos.
reconstruction-toolbox ct-reconstruction statistical-inference poisson-reconstruction matlab-toolbox quantitative-imaging image-processing computed-tomography cone-beam-ct cbct medical-imaging medical-image-computing medical-physics scatter
Language:MATLAB 28
nikitaprasad21 / Statistics-Cheatcode
For Data Enthusiasts Statistics Cheatsheet 2024
statistical-analysis statistical-inference statistical-models statistical-tests statistics
Language:Jupyter Notebook 26
ankitbit / Advanced_Statistical_Inference
This repository has scripts and other files that are part of the lecture notes and assignments of the course "Advanced Statistical Inference" taught at FME, UPC Barcelonatech.
statistical-inference mathematical-statistics george-casella roger-berger statistics inferential-statistics inference bootstrap maximum-likelihood-estimation
Language:HTML 25
bdwilliamson / vimp
Perform inference on algorithm-agnostic variable importance
statistical-inference machine-learning variable-importance nonparametric-statistics
Language:R 24
mickcrosse / PERMUTOOLS
A MATLAB package for multivariate permutation testing and effect size measurement
bootstrapping-statistics matlab-toolbox permutation-test resampling-methods statistical-inference statistical-tests statistics effect-size frequentist-statistics hypothesis-testing inferential-statistics nonparametric-statistics confidence-interval
Language:MATLAB 24
KChen-lab / Texomer
Texomer: Integrating Analysis of Cancer Genome and Transcriptome Sequencing Data
statistical-inference tumor-heterogeneity functional-variants tcga-data
Language:R 21
bdwilliamson / vimpy
Perform inference on algorithm-agnostic variable importance in Python
statistical-inference machine-learning variable-importance nonparametric-statistics
Language:Python 20
benkeser / drtmle
Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
tmle causal-inference ensemble-learning statistical-inference iptw
Language:R 20
statmlben / dnn-inference
Significance tests of feature relevance for a black-box learner
black-box-testing hypothesis-testing significance-testing xai feature-importance feature-selection image-inference statistical-inference statistical-tests
Language:Python 19
tommyod / generalized-additive-models
Generalized Additive Models in Python.
data-science gam glm statistical-inference statistical-models statistics
Language:Python 19
gmgeorg / pypsps
Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras
causal-inference tensorflow keras neural-networks representation-learning multitask-learning statistical-inference causality causality-algorithms predictive-modeling propensity-modelling propensity-score-matching causal-le causal-machine-learning deep-learning
Language:Jupyter Notebook 18
mayer79 / confintr
R package for calculation of standard and bootstrap confidence intervals
bootstrap confidence-intervals rstats statistics r r-package statistical-inference
Language:R 17
wiedenhoeft / HaMMLET
Fast Bayesian Hidden Markov Model with Wavelet Compression
hmm wavelet-compression wavelet wavelets wavelet-transform genomics genome-analysis genome hidden-markov-model hidden-markov-models segmentation time-series time-series-analysis statistics statistical-inference bayesian-inference bayesian-statistics bayesian-data-analysis machine-learning bioinformatics
Language:C++ 17

statistical-inference

ImperialCollegeLondon / covid19model

moderndive / ModernDive_book

scikit-hep / pyhf

msuzen / looper

aangelopoulos / ppi_py

MobileTeleSystems / Ambrosia

milaan9 / DataScience_Interview_Questions

afni / afni

cmbant / getdist

kingaa / pomp

mikenguyen13 / data_analysis

scikit-hep / hepstats

moshafieeha / UT-ECE-Student-Resources

aschleg / hypothetical

Mooseburger1 / Springboard-Data-Science-Immersive

suneelpatel / Statistics-for-Data-Science-using-Python

bank-of-england / Shapley_regressions

mrtkp9993 / Statistical-Modeling-Examples

spisakt / pTFCE

corradomonti / learnable-opinion-dynamics

SRSWTI / axis

benthecoder / JohnHopkinsDataScience

francescoalemanno / KissABC.jl

cimentaur / polyquant

nikitaprasad21 / Statistics-Cheatcode

ankitbit / Advanced_Statistical_Inference

bdwilliamson / vimp

mickcrosse / PERMUTOOLS

KChen-lab / Texomer

bdwilliamson / vimpy

benkeser / drtmle

statmlben / dnn-inference

tommyod / generalized-additive-models

gmgeorg / pypsps

mayer79 / confintr

wiedenhoeft / HaMMLET