Bayesian analysis with Python : introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ /
Martin, Osvaldo,
Bayesian analysis with Python : introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ / Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ / - Second edition. - 4 unnumbered pages, v, 341 pages : illustrations ; 24 cm.
Includes index.
Preface -- Thinking probabilistically -- Programming probabilistically -- Modeling with linear regression -- Generalizing linear models -- Model comparison -- Mixture models -- Gaussian Processes -- Inference engines -- Where to go next?.
9781789341652 1789341655
Python (Computer program language)
Natural language processing (Computer science)
Bayesian statistical decision theory.
005.133 / MAR
Bayesian analysis with Python : introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ / Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ / - Second edition. - 4 unnumbered pages, v, 341 pages : illustrations ; 24 cm.
Includes index.
Preface -- Thinking probabilistically -- Programming probabilistically -- Modeling with linear regression -- Generalizing linear models -- Model comparison -- Mixture models -- Gaussian Processes -- Inference engines -- Where to go next?.
9781789341652 1789341655
Python (Computer program language)
Natural language processing (Computer science)
Bayesian statistical decision theory.
005.133 / MAR