statistical-methods

There are 5 repositories under statistical-methods topic.

raphaelvallat / pingouin
Statistical package in Python based on Pandas
anova bayesian-statistics circular-statistics cohens-d correlations effect-size multiple-comparisons pandas statistical-methods statistical-tests statistics ttest
Language:Python 1825
JKQtPlotter
jkriege2 / JKQtPlotter
an extensive Qt5 & Qt6 Plotter framework (including a feature-richt plotter widget, a speed-optimized, but limited variant and a LaTeX equation renderer!), written fully in C/C++ and without external dependencies
plot qt5 qt5-widgets scientific-visualization plotting graphics-programming barchart charting-library qt charting qt-widgets qt-libraries statistical-methods latex-parser graphing plotting-library qt6 qt6-widgets cpp11 visualization
Language:C++ 1004
fasiha / ebisu
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
spaced-repetition bayesian-statistics statistical-methods recall-probabilities review probability-density quiz recall monte-carlo python python3
Language:Python 320
veg / hyphy
HyPhy: Hypothesis testing using Phylogenies
science phylogenetics c-plus-plus bioinformatics comparative-genomics evolution statistical-methods
Language:HyPhy 230
privefl / bigsnpr
R package for the analysis of massive SNP arrays.
big-data parallel-computing r r-package statistical-methods polygenic-scores bioinformatics population-structure-inference snp-data memory-mapped-file
Language:R 211
spatstat / spatstat
Umbrella package of the 'spatstat' family................
r spatial-analysis spatial-data spatstat spatial-data-analysis statistics statistical-methods statistical-tests statistical-models kernel-density point-process spatial-statistics poisson-process gibbs-process cox-point-process cluster-process network-analysis
Language:R 200
slinderman / stats320
STATS320: Statistical Methods for Neural Data Analysis
machine-learning neural-data statistical-methods
Language:TeX 194
privefl / bigstatsr
R package for statistical tools with big matrices stored on disk.
big-data large-matrices memory-mapped-file parallel-computing r r-package statistical-methods
Language:R 180
yanwu2014 / swne
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
single-cell-rna-seq single-cell-analysis data-visualization dimensionality-reduction nonnegative-matrix-factorization bioinformatics single-cell-genomics statistical-methods single-cell-atac-seq
Language:R 105
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 73
paternogbc / livro_aer
Este livro oferece uma introdução compreensiva aos métodos estatísticos mais utilizados em Ecologia.
ecology statistical-analysis statistical-learning statistical-methods
Language:HTML 68
akshitvjain / product-sales-forecasting
Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
time-series-analysis ets-model holt-winters arima-model sarima linear-regression time-series-decomposition sales-forecasting machine-learning-algorithms statistical-methods machine-learning regression statistical-modeling exponential-smoothing
Language:Jupyter Notebook 62
pf
tbrown122387 / pf
PF: a header only template library for fast particle filtering!
particle-filter statistics statistical-methods statistical-models
Language:HTML 57
briatte / srqm
An introductory statistics course for social scientists, using Stata
stata data-analysis statistics statistical-analysis statistical-methods data-visualization regression-models linear-regression logistic-regression regression-diagnostics social-sciences course
Language:TeX 50
fasiha / ebisu.js
JavaScript port of Ebisu, the public-domain library for Bayesian quiz scheduling.
bayesian-statistics javascript probability-density quiz recall recall-probabilities review spaced-repetition statistical-methods
Language:TypeScript 45
ldsec / drynx
Decentralized, Secure, Verifiable System for Statistical Queries and Machine Learning on Distributed Datasets
data-sharing machine-learning onet privacy-protection security statistical-methods
Language:Go 43
kariminf / allsummarizer
Multilingual automatic text summarizer using statistical approach and extraction
natural-language-processing text-summarization information-retrieval statistical-methods ats nlp ir ai sentence-extraction automatic-text-summarization information-retrival sentence-relevance
Language:Java 34
markroxor / fromscratchtoml
The machine learning library you really understand.
deep-neural-networks from-scratch intuitive-machine-learning machine-learning-algorithms statistical-methods
Language:Python 31
erictleung / data-science-resources
:earth_americas: Readings and resource materials for data science
linear-algebra network-science statistical-methods statistics machine-learning bioinformatics computational-biology statistical-learning
30
JamesMarquezDev / Jupyter-Notebooks-Statistic-Walk-Throughs-Using-R
Jupyter notebooks with examples of statistical methods and analyses using R.
statistical-methods statistical-learning statistical-analysis statistical-tests statistical-models jupyter-notebook r-programming
Language:Jupyter Notebook 21
bcgov / wetlandmapR
Scripts, tools and example data for mapping wetland ecosystems using data driven R statistical methods like Random Forests and open source GIS
package mapping-wetland-ecosystems wetland-model raster rsaga saga-gis data-driven random-forests statistical-methods random-forest british-columbia
Language:R 17
deepak7376 / wsn-sim
Python Based Wireless Sensor Network Simulator.
algorithm fault-detection qn-scale-estimator statistical-methods wireless-sensor-networks wsns
Language:Python 17
graemeleehickey / joineR
R package for fitting joint models to time-to-event and longitudinal data
statisics statistical-methods longitudinal-data survival-analysis r biostatistics joiner survival cox repeated-measures competing-risks time-to-event repeated-measurements r-package
Language:R 17
Global-Policy-Lab / gpl-covid
Repo for code and small datasets related to Global Policy Lab's COVID-19 policy analysis. Read and share the acompanying article here:
analysis codeocean-capsule covid-19 epidemiological-data estimate intervention-study policy-evaluation regression-models stata statistical-computing statistical-inference statistical-methods statistical-models
Language:Jupyter Notebook 16
john-hen / KDE-diffusion
Kernel density estimation via diffusion in 1d and 2d.
kernel-density-estimation statistical-methods data-analysis
Language:Python 16
KChen-lab / SCMarker
Marker gene selection from scRNA-seq data
single-cell-rna-seq feature-selection high-dimensional-data statistical-methods
Language:HTML 15
andreamazzella / r4asme
R material for LSHTM's Advanced Statistical Methods in Epidemiology (ASME) practical sessions
r logistic-regression poisson-regression cox-regression cohort-studies lshtm epidemiology statistical-methods
14
ahmedbahaaeldin / Introduction-to-NLP-Class
Introduction to NLP class at Zewail City. This repo contains all the resources and materials for students
natural-language-processing machine-learning statistical-methods tutorials jupyter-notebooks
Language:Jupyter Notebook 13
GZHoffie / VE401-recitation-class
Interactive Mathematica notebooks illustrating the course content of VE401, Probabilistic Methods in Engineering at UM-SJTU Joint Institute.
probability-theory statistical-methods mathematica
Language:Mathematica 13
AdiVarma27 / pyAB
Python package for Bayesian & Frequentist A/B Testing
ab-testing bayesian-statistics frequentist-statistics hypothesis-testing statistical-methods data-science marketing statistical-tests
Language:Python 12
jishanshaikh4 / statistical-methods-primer
A long term project for creation of a primer for statistical methods; prerequisite to Machine Learning.
machine-learning primer statistical-methods
Language:TeX 12
zgbkdlm / tme
Taylor moment expansion in Python (JaX and SymPy) and Matlab
stochastic-differential-equations statistics statistical-methods machine-learning stochastic-processes statistical-analysis
Language:Python 11
chen0040 / java-lda
Package provides java implementation of the latent dirichlet allocation (LDA) for topic modelling
latent-dirichlet-allocation java topic-modeling natural-language-processing statistical-methods
Language:Java 10
ckdckd145 / statmanager-kr
Open-source statistical package in Python based on Pandas
clinical-trials correlation-analysis easy-to-use null-hypothesis pandas pandas-python posthoc-comparisons research social-science statistical-analysis statistical-methods statistical-tests statistics ttest user-friendly visualize-differences visualizes-data
Language:Python 10
Statistics-Base
Eurus-Holmes / Statistics-Base
Code for the book: "Statistical Learning Methods, by Hang Li".
statistical-learning statistical-methods statistical-models
Language:Jupyter Notebook 10
devildances / DataScience_in_small_notes
Some little notes from the author for everyone who wants to know or learn about the process that a data scientist must do from the beginning of data collection to making predictions with a model that has been built. These notes are based on the knowledge that the authors have learned and implemented. Enjoy it!
cleaning-data data-analysis data-science data-visualization exploratory-data-analysis python3 statistical-analysis statistical-methods supervised-learning unsupervised-learning
Language:Jupyter Notebook 9