Richard McElreath Statistical Rethinking (Relié)

EUR 148,61 Achat immédiat, Livraison gratuite, 30-Jour Retours, Garantie client eBay
Vendeur: rarewaves-europe ✉️ (191.548) 98.1%, Lieu où se trouve: GU14 0GT, GB, Lieu de livraison: WORLDWIDE, Numéro de l'objet: 175819565116 Richard McElreath Statistical Rethinking (Relié).

Détails de l’annonce

Titre: Statistical Rethinking
Condition: Neuf
Sous titres: A Bayesian Course with Examples in R and STAN
Auteur: Richard McElreath
Format: Relié
EAN: 9780367139919
ISBN: 9780367139919
Publisher: Chapman & Hall/CRC
Genre: Society & Culture
Sujet: Business & Finance, Science Nature & Math
Date de publication: 2020-03-16
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 today's 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.

Features

  • Integrates working code into the main text
  • Illustrates concepts through worked data analysis examples
  • Emphasizes understanding assumptions and how assumptions are reflected in code
  • Offers more detailed explanations of the mathematics in optional sections
  • Presents examples of using the dagitty R package to analyze causal graphs
  • Provides the rethinking R package on the author's website and on GitHub

Sujet: Anglais
Pays/Région de fabrication: GB
Item Height: 254
Item Length: 178.00
Poids: 1420g
Série: Chapman & Hall/CRC Texts in Statistical Science
Année de publication: 2020

Information manquante?

Veuillez nous contacter pour toute information manquante, nous l’ajouterions volontiers dans notre description.

  • Condition: Neuf
  • Title: Statistical Rethinking
  • Titre: Statistical Rethinking
  • Sous titres: A Bayesian Course with Examples in R and STAN
  • Auteur: Richard McElreath
  • Format: Relié
  • EAN: 9780367139919
  • ISBN: 9780367139919
  • Publisher: Chapman & Hall/CRC
  • Genre: Society & Culture
  • Sujet: Anglais
  • Année de publication: 2020
  • Date de publication: 2020-03-16
  • Pays/Région de fabrication: GB
  • Item Height: 254
  • Item Length: 178.00
  • Poids: 1420g
  • Série: Chapman & Hall/CRC Texts in Statistical Science

PicClick Insights - Richard McElreath Statistical Rethinking (Relié) PicClick Exclusif

  •  Popularité - 0 personnes suivent la vente, 0.0 de nouvelles personnes suivent la vente par jour, 257 days for sale on eBay. 0 vendu, 5 disponibles.
  •  Meilleur Prix -
  •  Vendeur - 191.548+ articles vendu. 1.9% évaluations négative. Grand vendeur avec la très bonne rétroaction positive et plus de 50 cotes.

Les Gens ont Aussi Aimé PicClick Exclusif