Andrew Gelman

Autore di Bayesian Data Analysis

9+ opere 840 membri 9 recensioni 1 preferito

Sull'Autore

Andrew Gelman is a professor at Columbia University, New York, USA John B. Carlin is a professor at the University of Melbourne, Australia Hal S. Stern is a professor at the University of California, Irvine, USA Donald B. Rubin is a professor at Harvard University, Cambridge, Massachusetts, USA

Comprende il nome: Andrew Gelman

Opere di Andrew Gelman

Popolari Recenti

Bayesian Data Analysis (2003) 321 copie

Data Analysis Using Regression and Multilevel/Hierarchical Models (2006) 229 copie

Red State, Blue State, Rich State, Poor State: Why Americans Vote the Way They Do (2008) 131 copie

Teaching Statistics: A Bag of Tricks (2002) 70 copie

Regression and Other Stories (Analytical Methods for Social Research) (2020) 40 copie

Handbook of Markov Chain Monte Carlo (2011) — A cura di — 21 copie

A Quantitative Tour of the Social Sciences (2009) 18 copie

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives (2004) — A cura di — 9 copie

Active Statistics: Stories, Games, Problems, and Hands-on Demonstrations for Applied Regression and Causal Inference (2024) 1 copia

Esplora le opere

Opere correlate

Beautiful Data: The Stories Behind Elegant Data Solutions (2009) — Collaboratore — 254 copie

Etichette

analisi dei dati (21) Basic Statistics (3) Bayes (8) bayesian (10) bayesian statistics (12) da leggere (40) data science (11) EBook (5) Economia (4) electoral politics (4) Goodreads (4) hierarchical models (3) in lettura (3) inequality (3) kindle (4) Libro di testo (8) lista dei desideri (9) Matematica (25) modeling (6) multilevel (3) Politica (19) politica americana (4) politica statunitense (3) posseduto (3) programmazione (5) Psicologia sociale (4) R (8) regressione (11) Regressione lineare (3) Residenza (3) Saggistica (24) Scienza (9) Scienza politica (11) Scienze sociali (5) Sociologia (7) Stat (5) Stati Uniti d'America (6) Statistica (102) statistiche (5) voting (5)

Traduzione delle etichette attiva

Informazioni generali

Sesso: male
Nazionalità: USA

Utenti

Recensioni

Regression and Other Stories (Analytical Methods… di Andrew Gelman

An excellent detailed but practical introduction to Regression from a largely Bayesian point of view with great examples and R code. There are many interesting asides, e.g. regression to the mean, and some key topics are explained in 2 or 3 different ways to aid your understanding. Also, by doing things in both a traditional frequentist - maximum likelihood way and then using stan_glm, the benefits of the Bayesian approach are seen.

Segnalato

markm2315 | Jul 1, 2023 |

Bayesian Data Analysis, Second Edition (Chapman &… di Andrew Gelman

Segnalato

pszolovits | 1 altra recensione | Feb 3, 2021 |

Bayesian Data Analysis, Second Edition (Chapman &… di Andrew Gelman

In the end I'm a bit torn. Everybody describes it as the bible of bayesian statistics and it indeed covers a wide range of topics and by that supersedes all other general textbooks on bayesianism I know of. A great amount of literature is given after each chapter for everyone who wants to learn more about specific stuff. As a first time introduction on the other hand it's an incredible bad choice - if you don't know the basics you are going to have a bad time.

Segnalato

aeqk | 1 altra recensione | Dec 13, 2020 |