GitHub topics: statistical-inference
afni/afni
Official AFNI source and documentation
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soham39039820/beta4dist
A Python Package for the Four-Parameter Beta Distribution and Likelihood-Based Estimation
Language: Python - Size: 73.2 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

alexrod61/regression-cookbook
The repository contains all the source files for the Regression Cookbook (Now with Machine Learning and Stats Flavours!). This textbook aims to set a common ground between machine learning and statistics regarding linear regression techniques using Python and R under two perspectives: inference and prediction.
Language: R - Size: 56.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

kingaa/PartiallyObservedMarkovProcesses.jl
pomp in Julia
Language: Julia - Size: 15 MB - Last synced at: about 12 hours ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1

Schrausser/FunktionWin
Graphical user interface for distribution functions.
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lucabattiato149/Pharmacy-Analytics
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Vibhuarvind/Detection-of-Depression-Using-Late-Fusion-of-Sequential-Actigraphy-Features
Analyzed time-series data (Depressjon) to detect depression from patient activity recorded via clinical actigraphy watches. Utilized features such as time domain, statistical metrics, and LSTM-extracted attributes.
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aangelopoulos/ppi_py
A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
Language: Python - Size: 5.89 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 242 - Forks: 23

NathanP23/Regression-and-Statistical-Models-52571
Content of the course "Regression and Statistical Models (52571)" at The Hebrew University of Jerusalem, in the Department of Statistics and Data Science.
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sdtemple/isweep
Statistical inference of recent positive selection using IBD segments
Language: Jupyter Notebook - Size: 802 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 14 - Forks: 0

scikit-hep/pyhf
pure-Python HistFactory implementation with tensors and autodiff
Language: Python - Size: 56 MB - Last synced at: 6 days ago - Pushed at: 19 days ago - Stars: 288 - Forks: 89

greentheguy/Regression-and-Statistical-Models-52571
# Regression-and-Statistical-Models-52571This repository contains course materials for "Introduction to Deep Learning (67822)" at The Hebrew University of Jerusalem. Taught by Dr. Assaf Weinstein and supported by tutorials from Niv Brosh, it covers key concepts in regression and statistical models. 🐙📊
Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 0 - Forks: 0

mikenguyen13/data_analysis
Streamline a data analysis process
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kingaa/pomp
R package for statistical inference using partially observed Markov processes
Language: R - Size: 1.03 GB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 116 - Forks: 27

msuzen/looper
A resource list for causality in statistics, data science and physics
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spatstat/spatstat.linnet
Sub-package of spatstat containing code for linear networks
Language: R - Size: 927 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 6 - Forks: 2

NathanP23/Principles-and-Applications-in-Stat-Analysis-52221
Content from the course "Principles and Applications in Statistical Analysis (52221)" at The Hebrew University of Jerusalem, in the Department of Statistics and Data Science.
Language: Jupyter Notebook - Size: 992 KB - Last synced at: 18 days ago - Pushed at: 19 days ago - Stars: 1 - Forks: 0

spatstat/spatstat.model
Sub-package of spatstat containing functionality for parametric modelling and inference
Language: R - Size: 1.55 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 5 - Forks: 1

royarnob/Harvard_APMA_207 📦
Python notebooks for Harvard APMA 207
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tommyod/generalized-additive-models
Generalized Additive Models in Python.
Language: Python - Size: 560 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 17 - Forks: 0

scikit-hep/hepstats
HEP statistics tools and utilities.
Language: Python - Size: 65.9 MB - Last synced at: 29 days ago - Pushed at: about 1 month ago - Stars: 75 - Forks: 17

ganava4/smsets
A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.
Language: R - Size: 156 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

MobileTeleSystems/Ambrosia
Ambrosia is a Python library for A/B tests design, split and result measurement
Language: Python - Size: 10.4 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 233 - Forks: 17

Giovannibriglia/ContinuousBayesianNetwork
A PyTorch-based Bayesian Network framework that supports both discrete and continuous data types. Optimized for GPU acceleration and batch operations, this framework is designed for dynamic network structures and multi-agent scenarios, offering a flexible and scalable approach to learn and inference probabilities in complex domains.
Language: Python - Size: 232 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

moderndive/ModernDive_book
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
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sabato-nocera/distribuzione-di-poisson
📊📉 Studio della variabile aleatoria di Poisson
Language: R - Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

gmgeorg/pypsps
Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras
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buqeye/gsum
A Bayesian model of series convergence using Gaussian sums
Language: Python - Size: 73.1 MB - Last synced at: 24 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 2

farukalpay/information-bottleneck-beta-optimization
This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic β*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebra–driven critical point validation (β* = 4.14144).
Language: Python - Size: 3.54 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

ImperialCollegeLondon/covid19model
Code for modelling estimated deaths and cases for COVID19.
Language: Stan - Size: 64.8 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 943 - Forks: 272

cmbant/getdist
MCMC sample analysis, kernel densities, plotting, and GUI
Language: Python - Size: 69.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 164 - Forks: 54

chiffonng/jupyter-notebooks
Archived repo of data science Jupyter Notebooks (machine learning, statistical modeling, data analysis)
Language: Jupyter Notebook - Size: 502 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ashrithssreddy/statistics-toolkit
My personal toolkit for clean, end-to-end Applied Statistics workflows from formal training — built for how I approach A/B testing, hypothesis testing and distributions day to day.
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kindo-tk/VIT_winter_sem
This repository contains all lab work and digital assessments from the Winter Semester of my M.Sc. Data Science program at VIT Vellore. Projects span across machine learning, data mining, statistical inference, time series analysis, data visualization, and Java programming—implemented using tools like Python, R, Power BI, Tableau, Excel, and Java
Language: Jupyter Notebook - Size: 68.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

ssoehdata/ML_Projects
Projects for exploring various Machine Learning techniques and tools
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cklugmann/stats_notes
Just a bunch of notes on topics in statistics/machine learning that interest me. Think of it as a not-so-fancy blog.
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benkeser/drtmle
Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests
Language: R - Size: 3 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 7

angelobattaglia/r_statistical_inference
Statistical Inference implemented in R
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DanielMPMatCom/Detecting-Interactions.-JCE-MatCom
Research on the interactions of a chorus of Eleutherodactylus eileenae. Modeling the biological system using the Ising Model to infer interaction parameters with Gradient Descent.
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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)
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milaan9/DataScience_Interview_Questions
My Solutions to 120 commonly asked data science interview questions.
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SarodYatawatta/flagpol
Energy and polarization based interference mitigation
Language: Python - Size: 43 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

mayer79/confintr
R package for calculation of standard and bootstrap confidence intervals
Language: R - Size: 875 KB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 17 - Forks: 2

ramtinz/ramtinz
Size: 402 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

kingaa/circumstance
a helper package for pomp
Language: R - Size: 2.12 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

wcxve/inferax
Statistical Inference with JAX.
Language: Python - Size: 26.4 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

carpentries-incubator/hermes_stat_inf_data_vis
Statistical inference and data visualization for the humanities
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americocunhajr/MaxEnt
MaxEnt is a Matlab toolbox for the calculation of maximum entropy distributions and the corresponding statistical samples from a given set of known information.
Language: MATLAB - Size: 1.2 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 2

memgonzales/pisa-2018-analysis
Jupyter notebook presenting the process of data preparation, research question formulation, data analysis, and data modeling with the goal of extracting insights from the 2018 PISA Dataset
Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

awslabs/cis-matching-tasks
A package for constructing confidence intervals for error rates in matching tasks such as 1:1 face and speaker verification.
Language: Python - Size: 644 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 8 - Forks: 0

Matheus-Emanue123/StellarInsights
We model exoplanets as nodes in a graph, connecting them using Euclidean similarity based on planetary and stellar features. Our goal is to identify Earth-like planets and use inferential statistics to analyze whether stellar characteristics are related to the likelihood of hosting such planets.
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SaiSampathKedari/Statistical-Inference-Theory
Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 6-9), covering essential concepts in Statistical Inference. Topics include Sufficiency, Point Estimation, Hypothesis Testing, and Interval Estimation, crucial for Statistical Machine Learning, Computational Statistics, and Probabilistic Robotics.
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SubconsciousCompute/SysCall-IDS
Intrusion detection pipeline leveraging statistical syscall sequence modeling techniques
Language: Jupyter Notebook - Size: 24.1 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1

Cyberoctane29/District-Literacy-Analysis
This project analyzes district literacy rates using descriptive statistics, probability distributions, confidence intervals, and hypothesis testing. It explores data patterns, detects outliers with z-scores, and conducts point estimation. The analysis is performed using Python with NumPy, Pandas, SciPy Stats, Statsmodels, and Matplotlib.
Language: Jupyter Notebook - Size: 737 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

KevinBian107/SIP-Demos
Statistical Inference Pipeline demostrations, adapted from Math 189 WI2025, UCSD
Language: Jupyter Notebook - Size: 17 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Sujith-DA279/NHS_Utilisation_Analysis
An in-depth analysis of NHS UK appointment data (2020-2022) to identify service utilization patterns and assess resource capacity
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bdwilliamson/vimp
Perform inference on algorithm-agnostic variable importance
Language: R - Size: 14.1 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 24 - Forks: 8

mrtkp9993/Statistical-Modeling-Examples
Basic statistical modelling examples.
Language: R - Size: 5.16 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 42 - Forks: 17

fchamroukhi/SaMUraiS
StAtistical Models for the UnsupeRvised segmentAion of tIme-Series
Language: R - Size: 10.8 MB - Last synced at: 17 days ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 1

mauricelanghinrichs/memocell
Bayesian inference of stochastic cellular processes with and without memory in Python.
Language: Python - Size: 55.4 MB - Last synced at: 28 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

mauricelanghinrichs/ABCdeZ.jl
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
Language: Julia - Size: 894 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1

g-walley/cegpy
Cegpy (/segpaɪ/) is a Python package for working with Chain Event Graphs. It supports learning the graphical structure of a Chain Event Graph from data, encoding of parametric and structural priors, estimating its parameters, and performing inference.
Language: Python - Size: 7.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 3

pavlakrotka/NCC
:package: NCC: Simulation and analysis of platform trials with non-concurrent controls
Language: R - Size: 17.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 3

SherazKhaaan/MLWK2_MindMap
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SRSWTI/axis
AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.
Size: 66.4 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 2

elkronos/stat_py
Statistics functions for python
Language: Python - Size: 76.2 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

amazon-science/ssepy
Python package for stratifying, sampling, and estimating model performance with fewer annotations.
Language: Python - Size: 381 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

bradduthie/stats
Complete introductory statistics textbook with an emphasis on the biological & environmental sciences. Includes 26 chapters introducing key concepts for a foundational understanding of statistics and 9 complementary chapters of exercises with jamovi. Supplemental shiny apps illustrate book concepts. All code and datasets are freely available.
Language: HTML - Size: 343 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

Mamba413/cope
Off-Policy Interval Estimation withConfounded Markov Decision Process
Language: Python - Size: 3.14 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 4

elmomoilanen/Bootstrap-sampling-distribution
Use bootstrap resampling to estimate the sampling distribution of a statistic
Language: Python - Size: 346 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

jks85/Shiny-CLT
R Shiny web app that helps visualize the Central Limit Theorem and Law of Large Numbers
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zhuguana/Statistical-Inference-I
Group project carried throughtout the subject of Statistical Inference Methods I
Language: R - Size: 5.06 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

benthecoder/JohnHopkinsDataScience
My Code Repository for Coursera Data Science Specialization by John Hopkins University
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statmlben/dnn-inference
Significance tests of feature relevance for a black-box learner
Language: Python - Size: 568 MB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 18 - Forks: 4

zooviee/Customer-Engagement-Analysis-in-Excel
Customer Engagement Analysis: Performed descriptive statistics, confidence intervals, and hypothesis testing in Excel to analyze user behavior on a data learning platform across two quarters (2021 vs. 2022). Includes actionable insights and recommendations for stakeholders.
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kasselhingee/scorematchingad
R package for score matching by automatic differentiation
Language: C++ - Size: 9.11 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

JosephMehdiyev/Statistics-and-Probability-with-Code-Applications
A open-source book written by Joseph Mehdiyev for educational and entertainment purposes.
Language: TeX - Size: 8.68 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Schrausser/Ip
Inferential permutation methods Ip (beta version).
Language: C - Size: 186 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Taabannn/intro-rl
Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

imanmossavat/CompressiveSensingSlidesPyData2021
Slides for Compressive Sensing, PyData Eindhoven and PyData Global 2021
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GVourvachakis/Gamma_distribution_aware_MDS-based_heuristic_algorithm
A Distribution Aware MDS-based Heuristic Algorithm for Large-Scale Data Dimensionality Reduction
Language: Jupyter Notebook - Size: 354 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 1

Pakillo/stats-intro
Introduction to statistical inference
Language: RMarkdown - Size: 39.2 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 4 - Forks: 1

prash030/Atrial_fibrillation_detection_EMD
This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.
Language: MATLAB - Size: 1.84 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 0

petzi53/swr-harris
Personal notes during reading Statistics with R by Jenine K. Harris, 1st ed. (2019)
Language: JavaScript - Size: 127 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

nicolascampbell97/Cobertura-de-salud-censo-2022-Power-BI
Dashboards en Power BI sobre la situación de la cobertura de salud en argentina, basado en los resultados del censo 2022
Language: R - Size: 419 KB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

aschleg/hypothetical
Hypothesis and statistical testing in Python
Language: Python - Size: 853 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 64 - Forks: 10

jeancmaia/mcglm
Python Framework for Multivariate Covariance Generalized Linear Models
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1

JoelTrent/LikelihoodBasedProfileWiseAnalysis.jl
Julia package which implements and explores the Likelihood-based Profile Wise Analysis workflow for uncertainty quantification
Language: Julia - Size: 4.73 MB - Last synced at: 29 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

TheDataPioneer/Data-Science
A repository for the various functions and programs I've made in the area's of: Data Science, Analytics, Machine Learning & Statistics.
Language: Python - Size: 5.97 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

DSsoli/esa-2scm
ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable
Language: Python - Size: 585 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

eZWALT/SIM-Statiscal-Inference-and-Modeling
MDS-FIB Statistical Inference and Modeling (SIM) Subject 2024-25 Q1
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ChristianSoize/PLoM_matlab
Probabilistic Learning on Manifolds
Language: MATLAB - Size: 203 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

sbwiecko/intuitive_biostatistics
This repository contains a companion guide to Harvey Motulsky's Intuitive Biostatistics, 4th edition. The guide is designed to enhance understanding of the concepts explained in the book by providing practical examples and additional studies in a Jupyter-book format. (work in progress)
Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

manjugovindarajan/E-news-Express-Project-Business-Statistics-
An online news portal (E-news Express) wanted to analyze whether their new landing page is effective enough to gather new subscribers or not. Analysis used metrics such as converted status, time spent on landing page, user's preferred language.
Language: Jupyter Notebook - Size: 453 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

velosoberti/DataScience_Guide
Here I study every concept above statistic, machine learning and forecasting for Data Scientist
Language: Jupyter Notebook - Size: 24.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

DylanB95/statespacer
statespacer: State Space Modelling in R
Language: R - Size: 4.52 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 7

mickcrosse/PERMUTOOLS
A MATLAB package for multivariate permutation testing and effect size measurement
Language: MATLAB - Size: 1.75 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 16 - Forks: 2

MohammadJRanjbar/Statistical-Inference-course
Assignments and projects from the statistical inference course offered at the University of Tehran.
Language: R - Size: 14.1 MB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

arnav10goel/CSE558-DSc-Project
Course Project for CSE-558 (Data Science), Monsoon'23
Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

statdivlab/paramedic
Predicting Absolute and Relative Abundance by Modeling Efficiency to Derive Intervals and Concentrations
Language: R - Size: 120 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1
