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PYMC

  • PyMC
  • Probabilistic programming library for the Python programming language

    PyMC (formerly known as PyMC3) is a probabilistic programming library for Python. It can be used for Bayesian statistical modeling and probabilistic machine

    PyMC

    PyMC

    PyMC

  • Probabilistic programming
  • Software system for statistical models

    github.io/. "BAli-Phy Home Page". bali-phy.org. "ProbCog". GitHub. PyMC devs. "PyMC". pymc-devs.github.io. stripe/rainier, Stripe, August 19, 2020, retrieved

    Probabilistic programming

    Probabilistic_programming

  • Python (programming language)
  • General-purpose programming language

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Python (programming language)

    Python (programming language)

    Python_(programming_language)

  • Theano (software)
  • Numerical computation library for Python

    On 17 May 2018, Chris Fonnesbeck wrote on behalf of the PyMC development team that the PyMC developers will officially assume control of Theano maintenance

    Theano (software)

    Theano_(software)

  • ArviZ
  • Python package

    designed to work with the output of probabilistic programming libraries like PyMC, Stan, and others by providing a set of tools for summarizing and visualizing

    ArviZ

    ArviZ

    ArviZ

  • R (programming language)
  • Programming language for statistics

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    R (programming language)

    R (programming language)

    R_(programming_language)

  • Allen B. Downey
  • American computer scientist

    computer scientist who is currently working as a Principal Data Scientist at PyMC Labs. He is a former Professor of Computer Science at the Franklin W. Olin

    Allen B. Downey

    Allen_B._Downey

  • Flask (web framework)
  • Python web framework

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Flask (web framework)

    Flask (web framework)

    Flask_(web_framework)

  • Marketing mix modeling
  • Estimation of the impact of marketing tactics on sales

    (PDF). "LightweightMMM". GitHub. Retrieved 2025-09-13. "PyMC-Marketing Documentation". PyMC-Marketing. Retrieved 2025-09-13. Feiler, Daniel; Tong, J

    Marketing mix modeling

    Marketing_mix_modeling

  • Minitab
  • Statistics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Minitab

    Minitab

    Minitab

  • Causal model
  • Conceptual model in philosophy of science

    The specific problem is: needed to understand do-Operator, see https://www.pymc.io/projects/examples/en/latest/causal_inference/interventional_distribution

    Causal model

    Causal model

    Causal_model

  • Project Jupyter
  • Open source data science software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Project Jupyter

    Project Jupyter

    Project_Jupyter

  • List of statistical software
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    List of statistical software

    List_of_statistical_software

  • Pandas (software)
  • Python library for data analysis

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Pandas (software)

    Pandas (software)

    Pandas_(software)

  • Scikit-learn
  • Python library for machine learning

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Scikit-learn

    Scikit-learn

    Scikit-learn

  • Logistic regression
  • Statistical model for a binary dependent variable

    low dimensions. Now, though, automatic software such as OpenBUGS, JAGS, PyMC, Stan or Turing.jl allows these posteriors to be computed using simulation

    Logistic regression

    Logistic regression

    Logistic_regression

  • SPSS
  • Statistical analysis software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SPSS

    SPSS

  • Plate notation
  • Method of representing variables in Bayesian inference

    interfaces to Bayesian statistics programs such as BUGS and BayesiaLab and PyMC. Ghahramani, Zoubin (August 2007). Graphical models (Speech). Tübingen, Germany

    Plate notation

    Plate_notation

  • Anaconda (Python distribution)
  • Python distribution

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Anaconda (Python distribution)

    Anaconda_(Python_distribution)

  • SciPy
  • Open-source Python library for scientific computing

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    SciPy

    SciPy

    SciPy

  • Maple (software)
  • Mathematical computing environment

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Maple (software)

    Maple (software)

    Maple_(software)

  • Mathematical software
  • Software used in mathematical applications

    Toolkit Trilinos Perl Data Language CuPy Dask Manim Matplotlib NetworkX NumPy PyMC SciPy SymPy Theano Axiom Calcpad Desmos GeoGebra GNU Octave gnuplot KCalc

    Mathematical software

    Mathematical_software

  • List of Python software
  • software projects. SymPy – a symbolic mathematical calculations package. PyMC – python module containing Bayesian statistical models and fitting algorithms

    List of Python software

    List_of_Python_software

  • SAS (software)
  • Statistical software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SAS (software)

    SAS (software)

    SAS_(software)

  • Bayesian hierarchical modeling
  • Statistical model written in multiple levels

    and ecological processes affecting species distribution, to mention a few. PyMC is a flexible open source Python package supporting such modeling. Allenby

    Bayesian hierarchical modeling

    Bayesian_hierarchical_modeling

  • Wolfram Mathematica
  • Computational software program

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Wolfram Mathematica

    Wolfram Mathematica

    Wolfram_Mathematica

  • Microfit
  • Statistical software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Microfit

    Microfit

  • List of open-source code libraries
  • Pygame Python LGPL Pyglet Python MIT PyGObject Python LGPL-2.1 or later PyMC Python Apache 2.0 Python Imaging Library Python Python Imaging Library License

    List of open-source code libraries

    List_of_open-source_code_libraries

  • Hamiltonian Monte Carlo
  • Sampling algorithm

    molecular modeling Stan, a probabilistic programing language implementing HMC. PyMC, a probabilistic programming language implementing HMC. Metropolis-adjusted

    Hamiltonian Monte Carlo

    Hamiltonian Monte Carlo

    Hamiltonian_Monte_Carlo

  • JMP (statistical software)
  • Suite of computer programs

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    JMP (statistical software)

    JMP_(statistical_software)

  • Bambi (software)
  • Python package

    high-level Bayesian model-building interface written in Python. It works with the PyMC probabilistic programming framework. Bambi provides an interface to build

    Bambi (software)

    Bambi_(software)

  • WINKS
  • Statistical analysis software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    WINKS

    WINKS

  • Comparison of Gaussian process software
  • Comparison of statistical analysis software

    Posterior Derivative Finite Sum PyMC Apache Python Yes Kronecker Sparse ND No Any Correlated Yes Yes No Yes Yes PyMC Stan BSD, GPL custom Yes No No ND

    Comparison of Gaussian process software

    Comparison_of_Gaussian_process_software

  • RATS (software)
  • Statistical package for time-series analysis

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    RATS (software)

    RATS_(software)

  • Lewandowski-Kurowicka-Joe distribution
  • Continuous multivariate probability distribution

    implemented in several probabilistic programming languages, including Stan and PyMC. Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari

    Lewandowski-Kurowicka-Joe distribution

    Lewandowski-Kurowicka-Joe_distribution

  • List of free and open-source software packages
  • LIBSVM LightGBM Massive Online Analysis ML.NET mlpack MLX (Apple) Orange PyMC Scikit-learn Scikit-multiflow Shogun Vowpal Wabbit Weka XGBoost Apache SINGA

    List of free and open-source software packages

    List_of_free_and_open-source_software_packages

  • TSP (econometrics software)
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    TSP (econometrics software)

    TSP_(econometrics_software)

  • LISREL
  • Statistical software package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    LISREL

    LISREL

  • Comparison of machine learning software
  • 1996 Yes Cross-platform Python, C++ GUI, Python Yes Yes Yes No No Yes PyMC PyMC Development Team 2005 Yes Cross-platform Python Python Yes Yes No Yes

    Comparison of machine learning software

    Comparison_of_machine_learning_software

  • Just another Gibbs sampler
  • Statistical simulation software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Just another Gibbs sampler

    Just_another_Gibbs_sampler

  • BugsXLA
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    BugsXLA

    BugsXLA

  • SOFA Statistics
  • Open-source statistical package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SOFA Statistics

    SOFA Statistics

    SOFA_Statistics

  • Lists of open-source artificial intelligence software
  • Orange — machine learning, data mining, data visualization, and data analysis PyMC — Python framework for Bayesian modeling and probabilistic programming Scikit-learn

    Lists of open-source artificial intelligence software

    Lists_of_open-source_artificial_intelligence_software

  • Analyse-it
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Analyse-it

    Analyse-it

  • NumPy
  • Python library for numerical programming

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    NumPy

    NumPy

    NumPy

  • PSPP
  • Data analysis software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    PSPP

    PSPP

    PSPP

  • GNU Octave
  • Numerical analysis programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    GNU Octave

    GNU Octave

    GNU_Octave

  • StatsDirect
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    StatsDirect

    StatsDirect

  • Mathcad
  • Computer system for mathematical calculation

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Mathcad

    Mathcad

    Mathcad

  • Julia (programming language)
  • Dynamic programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Julia (programming language)

    Julia (programming language)

    Julia_(programming_language)

  • Mixed model
  • Statistical model containing both fixed effects and random effects

    a similarly streamlined approach for fitting mixed effects models using PyMC. Nonlinear mixed-effects model Fixed effects model Generalized linear mixed

    Mixed model

    Mixed_model

  • The Unscrambler
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    The Unscrambler

    The_Unscrambler

  • Stan (software)
  • Probabilistic programming language for Bayesian inference

    science, pharmaceutical statistics, market research, and medical imaging. PyMC is a probabilistic programming language in Python ArviZ a Python library

    Stan (software)

    Stan_(software)

  • MATLAB
  • Numerical computing environment and programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    MATLAB

    MATLAB

    MATLAB

  • SimFiT
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SimFiT

    SimFiT

  • SYSTAT (statistics package)
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SYSTAT (statistics package)

    SYSTAT_(statistics_package)

  • Django (web framework)
  • Python web framework

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Django (web framework)

    Django (web framework)

    Django_(web_framework)

  • SAS Viya
  • Analytics software suite

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SAS Viya

    SAS_Viya

  • List of R software and tools
  • R software and development tools

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    List of R software and tools

    List_of_R_software_and_tools

  • NCSS (statistical software)
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    NCSS (statistical software)

    NCSS_(statistical_software)

  • GLIM (software)
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    GLIM (software)

    GLIM_(software)

  • Stata
  • Statistical software package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Stata

    Stata

    Stata

  • List of open-source software for mathematics
  • Toolkit Java SuanShu Accord.NET ALGLIB Math.NET Numerics Meta.Numerics Perl Data Language CuPy Dask JAX Manim Matplotlib NumPy PyMC Pyomo SciPy SymPy

    List of open-source software for mathematics

    List_of_open-source_software_for_mathematics

  • SageMath
  • Computer algebra system

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SageMath

    SageMath

    SageMath

  • Gibbs sampling
  • Monte Carlo algorithm

    over arbitrary distributions that are specified as probabilistic programs. PyMC is an open source Python library for Bayesian learning of general Probabilistic

    Gibbs sampling

    Gibbs_sampling

  • StatView
  • Statistics application

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    StatView

    StatView

  • PS Power and Sample Size
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    PS Power and Sample Size

    PS Power and Sample Size

    PS_Power_and_Sample_Size

  • SUDAAN
  • Statistical software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SUDAAN

    SUDAAN

  • SPSS Modeler
  • Data analytics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SPSS Modeler

    SPSS_Modeler

  • Biopython
  • Collection of open-source Python software tools for computational biology

    Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre

    Biopython

    Biopython

    Biopython

  • XLispStat
  • Statistical software package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    XLispStat

    XLispStat

  • CSPro
  • Survey processing software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    CSPro

    CSPro

    CSPro

  • LIMDEP
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    LIMDEP

    LIMDEP

  • StatXact
  • Statistical software for data analysis

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    StatXact

    StatXact

  • S-PLUS
  • Implementation of the S programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    S-PLUS

    S-PLUS

  • EViews
  • Statistical package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    EViews

    EViews

  • OxMetrics
  • Econometric software package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    OxMetrics

    OxMetrics

  • WinBUGS
  • Statistical software for Bayesian analysis

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    WinBUGS

    WinBUGS

  • ADaMSoft
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    ADaMSoft

    ADaMSoft

    ADaMSoft

  • RExcel
  • Add-in for Microsoft Excel

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    RExcel

    RExcel

  • JMulTi
  • Open-source interactive software for econometric analysis

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    JMulTi

    JMulTi

  • IDL (programming language)
  • Programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    IDL (programming language)

    IDL_(programming_language)

  • Ggplot2
  • Data visualization package for R

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Ggplot2

    Ggplot2

    Ggplot2

  • LaplacesDemon
  • Open-source statistical package

    introduction to his Philosophical Essay on Probabilities. Bayesian inference PyMC WinBUGS Bolker BM, Gardner B, Maunder M, Berg CW, Brooks M, Comita L, Crone

    LaplacesDemon

    LaplacesDemon

    LaplacesDemon

  • Approximate Bayesian computation
  • Computational method in Bayesian statistics

    Python framework for efficient distributed ABC-SMC (Sequential Monte Carlo). PyMC A Python package for Bayesian statistical modeling and probabilistic machine

    Approximate Bayesian computation

    Approximate_Bayesian_computation

  • Comparison of statistical packages
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Comparison of statistical packages

    Comparison_of_statistical_packages

  • Gretl
  • Open-source statistical computer software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Gretl

    Gretl

    Gretl

  • Revolution Analytics
  • Statistical software company

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Revolution Analytics

    Revolution_Analytics

  • DAP (software)
  • Statistics and graphics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    DAP (software)

    DAP_(software)

  • Statistica
  • Type of analytics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Statistica

    Statistica

  • Dataplot
  • Scientific visualization software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Dataplot

    Dataplot

  • Shazam (econometrics software)
  • Econometrics and statistics package

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    Shazam (econometrics software)

    Shazam_(econometrics_software)

  • AREMOS
  • Data management and econometrics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    AREMOS

    AREMOS

  • GAUSS (software)
  • Matrix programming language

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    GAUSS (software)

    GAUSS_(software)

  • MLwiN
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    MLwiN

    MLwiN

  • ADMB
  • Non-linear statistical modeling software suite

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    ADMB

    ADMB

  • X-13ARIMA-SEATS
  • Statistical algorithms for time series data analysis

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    X-13ARIMA-SEATS

    X-13ARIMA-SEATS

  • MedCalc
  • (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    MedCalc

    MedCalc

  • XploRe
  • Statistics software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    XploRe

    XploRe

  • SmartPLS
  • Software

    (Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat

    SmartPLS

    SmartPLS

    SmartPLS

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PYMC

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PYMC

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PYMC

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PYMC

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PYMC

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PYMC

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PYMC

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PYMC

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PYMC