Description: Statistical Rethinking by Richard Mcelreath Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description Statistical Rethinking: A Bayesian Course with Examples in R and Stan, Second Edition builds knowledge/confidence in statistical modeling. Pushes readers to perform step-by-step calculations (usually automated.) Unique, computational approach. Publisher Description Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds your knowledge of and confidence in making inferences from data. Reflecting the need for scripting in todays model-based statistics, the book pushes you to perform step-by-step calculations that are usually automated. This unique computational approach ensures that you understand enough of the details to make reasonable choices and interpretations in your own modeling work.The text presents causal inference and generalized linear multilevel models from a simple Bayesian perspective that builds on information theory and maximum entropy. The core material ranges from the basics of regression to advanced multilevel models. It also presents measurement error, missing data, and Gaussian process models for spatial and phylogenetic confounding.The second edition emphasizes the directed acyclic graph (DAG) approach to causal inference, integrating DAGs into many examples. The new edition also contains new material on the design of prior distributions, splines, ordered categorical predictors, social relations models, cross-validation, importance sampling, instrumental variables, and Hamiltonian Monte Carlo. It ends with an entirely new chapter that goes beyond generalized linear modeling, showing how domain-specific scientific models can be built into statistical analyses.FeaturesIntegrates working code into the main textIllustrates concepts through worked data analysis examplesEmphasizes understanding assumptions and how assumptions are reflected in codeOffers more detailed explanations of the mathematics in optional sectionsPresents examples of using the dagitty R package to analyze causal graphsProvides the rethinking R package on the authors website and on GitHub Author Biography Richard McElreath studies human evolutionary ecology and is a Director at the Max Planck Institute for Evolutionary Anthropology in Leipzig, Germany. He has published extensively on the mathematical theory and statistical analysis of social behavior, including his first book (with Robert Boyd), Mathematical Models of Social Evolution. Details ISBN 036713991X ISBN-13 9780367139919 Title Statistical Rethinking Author Richard Mcelreath Format Hardcover Year 2020 Pages 594 Edition 2nd Publisher Taylor & Francis Ltd GE_Item_ID:139856503; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 100.44 USD
Location: Fairfield, Ohio
End Time: 2024-11-08T04:30:29.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
ISBN-13: 9780367139919
Book Title: Statistical Rethinking
Number of Pages: 594 Pages
Publication Name: Statistical Rethinking : a Bayesian Course with Examples in Rand Stan
Language: English
Publisher: CRC Press LLC
Publication Year: 2020
Item Height: 1.4 in
Subject: Life Sciences / Biological Diversity, Probability & Statistics / General, General
Item Weight: 50.2 Oz
Type: Textbook
Subject Area: Mathematics, Science
Author: Richard Mcelreath
Item Length: 10.3 in
Series: Chapman and Hall/Crc Texts in Statistical Science Ser.
Item Width: 7.3 in
Format: Hardcover
