Free tutorials cover AP statistics, probability, survey sampling, regression, ANOVA, and matrix algebra. Written and video lessons. Online calculators.

statsmodels is a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration. An extensive list… · statsmodels, statistical, results, python, models

Track PyPI package downloads, analyze trends, and gain insights into the Python ecosystem. Get real-time statistics for any Python package.

npm-stat can generate download charts for any package on npm. These statistics are not provided in real-time. All numbers will change at most once per day. If there are other issues with the service, please create an… · npm, charts, provided, service, stat

A large collection of links to interactive web pages that perform statistical calculations

Welcome to the online version Bayesian Modeling and Computation in Python. If you’d like a physical copy it can purchased from the publisher here or on Amazon. This site contains an online version of the book and all the… · code, book, used, version, bayesian

Scientific website about: forecasting, econometrics, statistics, and online applications.

Welcome to the nopredict website, the new home of the tsmodels packages and blog. The tsmodels framework is a set of R packages with common calling conventions and outputs aimed at the estimation, prediction and… · packages, tsmodels, blog, welcome, nopredict

StatsRef is a free, web-based statistical analysis resource. It provides a comprehensive guide to statistical concepts, methods and tools, with many examples being provided using a variety of software tools such as R… · statistical, statistics, statsref, concepts, tools

An educational resource for those seeking knowledge related to machine learning and statistical computing in R. Here, you will find quality articles, with working R code and examples, where, the goal is to make the… · programming, machine, learning, concepts, data

Import foreign statistical formats into R via the embedded ReadStat C library, <https://github.com/WizardMac/ReadStat>.

Mathematical models used to explain and predict the behaviour of complex systems such as immune cells or the climate rely heavily on numerical methods. The exponential growth in available data and computing power has… · numerical, methods, uncertainty, models, such

The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles. This book provides a thorough introduction to how to use tidymodels, and an outline of good methodology and statistical practice for phases of the modeling process.

Guide to Bayesian methods. Enables hands-on work by supplying complete R, JAGS, Python, and Stan code, to use directly or adapt.

Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib. Includes comparison with ggplot2 for R.

Textstat is an easy to use Python library to calculate statistics from text

PR~statistics provides training courses and workshops in a range of statistical methods quintessential to the analysis of different types of ecological data

Let the software do the thinking! Simplify Linear and Logistic Regression! Alternative to statistical software like SPSS and Minitab · numiqo, statistical, software, regression, alternative

BioStat user-friendly biology and medicine oriented statistical software.basic statistics,determining descriptive statistics,normality tests,T-Test/Pagurova Criterion/G-Criterion,Fisher F-test,correlation coefficients (Pearson, Fechner) and covariation,ANOVA (MANOVA, GLM ANOVA, Latin squares analysis),regression analysis,multivariate linear regression,logistic regression,stepwise regression,polynomial regression,Cox proportional-hazards regression,nonparametric statistics,2x2 Tables Analysis (Chi-square, Yates Chi-square, Exact Fisher Test, etc.),rank correlations (Kendall Tau, Spearman R, Gamma, etc.),comparing independent samples (Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion;Kruskal-Wallis ANOVA, median test),comparing dependent samples (Wil

Machine Learning, Computational Statistics and Statistical Methodologies at the Department of Statistics, University of Oxford

© Copyright 2011-2015, Nathaniel J. Smith Revision 4c613d0a. · copyright, 2011, 2015, nathaniel, smith

Generalized Additive Models for Location, Scale and Shape. Statistical modelling at its best.

Download matplotlib for free. Matplotlib is a python library for making publication quality plots using a syntax familiar to MATLAB users. Matplotlib uses numpy for numerics.

Machine Learning, Computational Statistics and Statistical Methodologies at the Department of Statistics, University of Oxford

A site focused on exploring social & economic issues with statistics and machine learning using Python and R programming languages Jupyter-style notebooks for my DATA ANALYSIS site, using R and Python, with additional… · some, work, published, site, learning

Thanks to the advanced statistical tools offered by R software, we are able to perform precise analysis of large historical data sets. Using a variety of statistical models, such as regressions, temporal-spatial… · mortality, such, had, 19th, century

Learn statistics, one story at a time. With tutorials in Python Its definition, a simulation, its many applications, its deep connection with inverse probability, and a glimpse at its historyRead more Understanding the… · its, law, large, numbers, central

Generalized Additive Models for Location, Scale and Shape. Statistical modelling at its best.

Write statistical models in R and fit them by MCMC and optimisation on CPUs and GPUs, using Google 'TensorFlow'. greta lets you write your own model like in BUGS, JAGS and Stan, except that you write models right in R, it scales well to massive datasets, and it’s easy to extend and build on. See the website for more information, including tutorials, examples, package documentation, and the greta forum.

semopy is a Python package for Structural Equation Modelling (SEM) with latent variables. It is open-source, distributed free of charge, simple and fast to use and has plenty of features to aid a researcher.

A wide range of public and 'at your company' statistics courses, online and face-to-face. Bespoke software to help you analyse and understand your data without having to code Support for design of data collection, choice… · data, analysis, statistics, face, software

When fitting a linear regression model is it necessary to have normally distributed variables? Let’s see. One of the most common questions asked by a researcher who wants to analyse… Read More »Linear regression: should… · read, thesis, statistics, model, want

Download Numerical Python for free. A package for scientific computing with Python. NEWS: NumPy 1.11.2 is the last release that will be made on sourceforge. Wheels for Windows, Mac, and Linux as well as archived source distributions can be found on PyPI.

Bindings for Poisson regression models for use with the parsnip package. Models include simple generalized linear models, Bayesian models, and zero-inflated Poisson models (Zeileis, Kleiber, and Jackman (2008) <doi:10.18637/jss.v027.i08>).

This book will teach you how to use R to solve your statistical, data science and machine learning problems. Importing data, computing descriptive statistics, running regressions (or more complex machine learning models) and generating reports are some of the topics covered. No previous experience with R is needed.

More data sets used for demonstrating or testing model-related packages are contained in this package. The data sets are downloaded and cached, allowing for more and bigger data sets.

…to the companion web site to the books The books introduce the popular, powerful and free programming languages and software packages R, Python or Julia with a focus on the implementation of standard tools and methods… · books, econometrics, same, textbook, python

The Statistical Modelling Society was founded with the purpose of promoting and encouraging statistical modelling in its widest sense. We address people working in academia but also individuals outside research who solve… · statistical, modelling, society, its, individuals

Low-Compute Predictive Modeling with tidymodels Welcome to Efficient Machine Learning with R! This is a book about predictive modeling with tidymodels, focused on reducing the time and memory required to train machine… · predictive, modeling, tidymodels, book, machine

Statistics is an invaluable research tool for all disciplines of modern science. All research questions, whether of an academic or commercial nature, can only be explored and answered using appropriate methods of… · research, statistical, science, analysis, approach

Robust statistics is a scientific field, mostly devoted to analyse data with methods which are said robust, so that results are not affected by atypical or influential values, often referred to as outliers. Carbon dating… · robust, data, statistics, methods, toolbox

The R statistical software is provided either as source code or pre-compiled binary files. In the majority of cases the binaries are sufficient but there may be situations where it is necessary to compile the software… · read, rest, entry, posted, ralph

Home page of the computational physics textbook Numerical Methods in Physics with Python by Alex Gezerlis, published by Cambridge University Press in 2020.

Data analytics training courses and project workshops, in London, UK and online. Using R: The Sttistical Programming Language, and Excel.

DataVizPyR.com: Learn most common graphics, plots, data visualization using Python and R with complete code examples.

A site about learning how to use R for basic econometric applications. The focus is less on the math behind the statistical methods and more on their application, so that beginners become familiar with the language quickly.

This book aims to provide a practical extension of introductory statistics typically taught in psychology into the general linear model (GLM) using R.

Welcome Applied Economic Analysis with R, Python and More. Follow My Blog Get new content delivered directly to your inbox.

Download RPy (R from Python) for free. RPy is a very simple, yet robust, Python interface to the R Programming Language. It can manage all kinds of R objects and can execute arbitrary R functions (including the graphic functions).

StatsDirect statistical software for biomedical and public health research. Easy to use. Advanced algorithms. Well-documented. Established for over 25 years.