Statistical inference : an integrated approach.: an integrated approach. (2014)
- Record Type:
- Book
- Title:
- Statistical inference : an integrated approach.: an integrated approach. (2014)
- Main Title:
- Statistical inference : an integrated approach.
- Authors:
- Migon, Helio dos Santos
Gamerman, Dani
Louzada-Neto, Francisco - Contents:
- Introduction; Information; The concept of probability; Assessing subjective probabilities; An example; Linear algebra and probability; Notation; Outline of the book Elements of Inference; Common statistical models; Likelihood-based functions; Bayes theorem; Exchangeability; Sufficiency and exponential family; Parameter elimination Prior Distribution; Entirely subjective specification; Specification through functional forms; Conjugacy with the exponential family; Non-informative priors; Hierarchical priors Estimation; Introduction to decision theory; Bayesian point estimation; Classical point estimation; Empirical Bayes estimation; Comparison of estimators; Interval estimation; Estimation in the Normal model Approximating Methods; The general problem of inference; Optimization techniques; Asymptotic theory; Other analytical approximations; Numerical integration methods; Simulation methods Hypothesis Testing; Introduction; Classical hypothesis testing; Bayesian hypothesis testing; Hypothesis testing and confidence intervals; Asymptotic tests Prediction; Bayesian prediction; Classical prediction; Prediction in the Normal model; Linear prediction Introduction to Linear Models; The linear model; Classical estimation of linear models; Bayesian estimation of linear models; Hierarchical linear models; Dynamic linear models; Linear models with constraints Sketched Solutions to Selected Exercises List of Distributions References Index Exercises appear at the end of each chapter.
- Edition:
- Second edition
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2014
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 519.54
Mathematical statistics - Languages:
- English
- ISBNs:
- 9781439878828
- Related ISBNs:
- 9781498708722
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.143891
- Ingest File:
- 02_065.xml