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Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries Key Features: Conduct Bayesian data analysis with step-by-step guidance Gain insight into a modern, practical, and computational approach to Bayesian statistical modeling Enhance your learning with best practices through sample problems and pra...

Bayesian Modeling and Computation in Python aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hands on approach with PyMC3, Tensorflow Probability, ArviZ and other libraries focusing on the practice of applied statistics with references to the underlying mathematical theory.

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ Key FeaturesA step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZA modern, practical and computational approach to Bayesian statistical modelingA tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.Book DescriptionThe second edition of Bayesian Analysis with Python is an introduction t...

About This BookSimplify the Bayes process for solving complex statistical problems using Python, Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises, Learn how and when to use Bayesian analysis in your applications with this guide.Who This Book Is ForStudents, researchers and data scientists who wish to learn Bayesian data analysis with Python and implement prob...

Con este libro en sus manos ustedes podrán palpar un recorrido evolutivo de los elementos de la técnica y la táctica, profundizando en los conocimientos teóricos sobre el portero de fútbol. Para concretar los fundamentos teóricos del libro se realizó una minuciosa búsqueda y un estudio sobre textos de porteros en diferentes idiomas. Esto permitió consolidar la elaboración de una nueva propuesta, tomando, claro está, al tabular las diferentes c...

La asfixia perinatal constituye un problema no sólo en nuestra provincia, sino también a nivel nacional y mundial, sin embargo a pesar de realizarse grandes esfuerzos, nacen todavía un grupo de niños hipóxicos en nuestras maternidades, que a pesar de poder alcanzar una vida estable, presentan ciertas discapacidades que le imposibilitan integrarse a la sociedad de forma plena como individuos sanos. Se realizó una investigación analítica de tipo...