An Introductory Handbook of Bayesian Thinking
Stephen C Loftus • Stephen C Loftus • Stephen C Loftus
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An Introductory Handbook of Bayesian Thinking brings Bayesian thinking and methods to a wide audience beyond the mathematical sciences. Appropriate for students with some background in calculus and introductory statistics, particularly for nonstatisticians with a sufficient mathematical background, the text provides a gentle introduction to Bayesian ideas with a wide array of supporting examples from a variety of fields.
- Utilizes real datasets to illustrate Bayesian models and their results
- Guides readers on coding Bayesian models using the statistical software R, including a helpful introduction and supporting online resource
- Appropriate for an undergraduate statistics course, as well as for non-statisticians with sufficient mathematical background (integral and differential Calculus and an introductory Statistics course)
- Covers any more advanced topics which readers may not be familiar with, such as the basic idea of vectors and matrices
- Format: Pocket/Paperback
- ISBN: 9780323954594
- Språk: Engelska
- Antal sidor: 350
- Utgivningsdatum: 2024-08-02
- Förlag: Elsevier Science