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. (2018)

• Record Type: Book
• Other Titles: Unleash the power and flexibility of the Bayesian framework
• Further Information: Note: Osvaldo Martin.
• Authors: Martin, Osvaldo
• Contents: Table of ContentsThinking probabilisticallyProgramming probabilisticallyModeling with Linear RegressionGeneralizing Linear ModelsModel ComparisonMixture ModelsGaussian ProcessesInference EnginesWhere To Go Next?.
• Edition: Second edition
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 005.133; Python (Computer program language); Natural language processing (Computer science); Bayesian statistical decision theory; Bayesian statistical decision theory; Natural language processing (Computer science); Python (Computer program language); Electronic books
• Languages: English
• ISBNs: 1789349664; 9781789349665
• Related ISBNs: 9781789341652
• Notes: Note: Description based on online resource; title from title page (viewed February 13, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.