An Introduction to Bayesian Inference, Methods and Computation - Nick Heard
-35% koodilla BOOKS
Toimitus 12-18 arkipäivässä
30 päivän palautusoikeus
These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models. These advanced modelling techniq ... Täydellinen kuvaus
Saatat myös pitää
TOP
Determined: The Science of Life Without Free Will
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Light Eaters: How the Unseen World of Plant Intelligence Offers a New Understanding of Life on Earth
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-35% koodilla BOOKS
Varastossa
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Biology: A Global Approach, Global Edition
Neil Campbell, Rebecca Orr, Lisa Urry, Peter Minorsky, Michael Cain, Jane Reece, Steven Wasserman
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Factfulness: Ten Reasons We're Wrong About the World--and Why Things Are Better Than You Think
Ola Rosling, Anna Rosling Rönnlund, Hans Rosling
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Why Machines Learn: The Elegant Maths Behind Modern AI
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Seven Brief Lessons on Physics
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Entangled Life: How Fungi Make Our Worlds, Change Our Minds and Shape Our Futures
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Life As No One Knows It: The Physics of Life's Emergence
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Molecular Biology of the Cell
David Morgan, Alexander Johnson, Rebecca Heald, Bruce Alberts, Martin Raff
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Janeway's Immunobiology
Leslie J. Berg, Kenneth Murphy, Casey Weaver
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Road to Reality: A Complete Guide to the Laws of the Universe
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Brain That Changes Itself: Stories of Personal Triumph from the Frontiers of Brain Science
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
How to Solve it: A New Aspect of Mathematical Method
-35% koodilla BOOKS
Loppu
Kuvaus
These lecture notes provide a rapid, accessible introduction to Bayesian statistical methods. The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models. These advanced modelling techniques can easily be applied using computer code samples written in Python and Stan which are integrated into the main text. Importantly, the reader will learn methods for assessing model fit, and to choose between rival modelling approaches.
Lisätietoja
| Kirjoittaja | Nick Heard |
|---|---|
| Julkaisija | Springer Nature Switzerland |
| Julkaisuvuosi | 2022 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9783030828103 |