Model Based Inference in the Life Sciences

Model Based Inference in the Life Sciences
Author :
Publisher : Springer Science & Business Media
Total Pages : 203
Release :
ISBN-10 : 9780387740751
ISBN-13 : 0387740759
Rating : 4/5 (51 Downloads)

Book Synopsis Model Based Inference in the Life Sciences by : David R. Anderson

Download or read book Model Based Inference in the Life Sciences written by David R. Anderson and published by Springer Science & Business Media. This book was released on 2007-12-22 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy based on "multiple working hypotheses" and statistical models to represent them. The text is written for people new to the information-theoretic approaches to statistical inference, whether graduate students, post-docs, or professionals. Readers are however expected to have a background in general statistical principles, regression analysis, and some exposure to likelihood methods. This is not an elementary text as it assumes reasonable competence in modeling and parameter estimation.


Model Based Inference in the Life Sciences Related Books

Model Based Inference in the Life Sciences
Language: en
Pages: 203
Authors: David R. Anderson
Categories: Science
Type: BOOK - Published: 2007-12-22 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy ba
Springer Handbook of Model-Based Science
Language: en
Pages: 1179
Authors: Lorenzo Magnani
Categories: Technology & Engineering
Type: BOOK - Published: 2017-05-22 - Publisher: Springer

DOWNLOAD EBOOK

This handbook offers the first comprehensive reference guide to the interdisciplinary field of model-based reasoning. It highlights the role of models as mediat
Model Selection and Multimodel Inference
Language: en
Pages: 512
Authors: Kenneth P. Burnham
Categories: Mathematics
Type: BOOK - Published: 2007-05-28 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information
Evidential Statistics, Model Identification, and Science
Language: en
Pages: 238
Authors: Mark Louis Taper
Categories: Science
Type: BOOK - Published: 2022-02-15 - Publisher: Frontiers Media SA

DOWNLOAD EBOOK

Data Analysis for the Life Sciences with R
Language: en
Pages: 537
Authors: Rafael A. Irizarry
Categories: Mathematics
Type: BOOK - Published: 2016-10-04 - Publisher: CRC Press

DOWNLOAD EBOOK

This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from r