Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Bayesian Statistical Modeling with Stan, R, and Python

Bayesian Statistical Modeling with Stan, R, and Python

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789811947544
Condition
New
Product Description

This book provides a highly practical introduction to Bayesian statistical modeling with Stan, which has become the most popular probabilistic programming language. The book is divided into four parts. The first part reviews the theoretical background of modeling and Bayesian inference and presents a modeling workflow that makes modeling more engineering than art. The second part discusses the use of Stan, CmdStanR, and CmdStanPy from the very beginning to basic regression analyses. The third part then introduces a number of probability distributions, nonlinear models, and hierarchical (multilevel) models, which are essential to mastering statistical modeling. It also describes a wide range of frequently used modeling techniques, such as censoring, outliers, missing data, speed-up, and parameter constraints, and discusses how to lead convergence of MCMC. Lastly, the fourth part examines advanced topics for real-world data: longitudinal data analysis, state space models, spatial data analysis, Gaussian processes, Bayesian optimization, dimensionality reduction, model selection, and information criteria, demonstrating that Stan can solve any one of these problems in as little as 30 lines. Using numerous easy-to-understand examples, the book explains key concepts, which continue to be useful when using future versions of Stan and when using other statistical modeling tools. The examples do not require domain knowledge and can be generalized to many fields. The book presents full explanations of code and math formulas, enabling readers to extend models for their own problems. All the code and data are on GitHub.

Available Colors
Available Sizes
1 Offer Price Range: $119.00 - $119.00
BEST PRICE

Single Product Purchase

$107.10
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$119.00 $119.00

10% OFF
This deals requires coupon Get Code Here
$107.10
See Site In stock Visit Store

Similar Products

Madame Bovary by Gustave Flaubert

$26.00

Webanwendungen mit ASP.NET MVC und Razor

$44.99

Colon Cancer Diagnosis and Therapy Vol. 3

$189.00

Reconnection

$84.99

Designing Language Teaching Tasks

$54.99

Aufstellungsarbeit

$59.99

Little Bird

$3.71

Magic Tree House: #39 Dark Day in the Deep Sea

$5.21

Richard Ned Lebow: A Pioneer in International Relations Theory, History, Political Philosophy and Ps

$54.99

Das trockene Auge in Klinik und Praxis

$59.99

Modern Inhalation Anesthetics

$39.99

New Advances in Celestial Mechanics and Hamiltonian Systems

$169.99

Mathematics and Art

$169.99

Commas Grade 3 Differentiation Pack

$5.99

Estimation of Dependences Based on Empirical Data

$149.00

Partial Differential Equations and Solitary Waves Theory

$259.00

Surgical Principles in Inguinal Hernia Repair

$99.99

The Stuttering Son in Literature and Psychology

$129.99

Ganzheitliche Fabrikplanung

$109.00

Guns, Gun Violence and Gun Homicides

$119.00

Design of Observer-based Compensators

$129.00

Organisationsberatung in Entwicklungslndern

$49.99

Proceedings of the Europhysics Study Conference on Intermediate Processes in Nuclear Reactions

$39.99

Ore Deposit Geology and its Influence on Mineral Exploration

$89.00

Smart Meter Data Analytics

$159.99

Co-Creation Mindset

$44.99

Logic, Language, Information, and Computation

$74.99

Strategische Kundenanalyse in mittelgroen Familienunternehmen

$74.99

Operation Do-Over

$6.71

Convex Integration Theory

$84.99

Birth Defects Compendium

$74.99

Optical Tweezers

$89.00

Militant Christianity

$54.99

Omnidirectional Vision Systems

$39.99

Internet of Things Based on Smart Objects

$109.99

Physics of Highly Excited States in Solids

$39.99

Kawaii Kitties

$12.76

Warnungs- und Ermahnungsruf an Herrn Kultusminister Haenisch und Genossen

$44.99

Speed Bump & Slingshot Misadventure: Night of the Living Worms

$4.46

Changing Aspects in Stroke Surgery: Aneurysms, Dissection, Moyamoya angiopathy and EC-IC Bypass

$169.00