Computational Methods in Biomedical Research - Brossura

 
9780367388010: Computational Methods in Biomedical Research
Brossura
ISBN 10: 0367388014 ISBN 13: 9780367388010
Casa editrice: Chapman and Hall/CRC, 2019

Sinossi

Continuing advances in biomedical research and statistical methods call for a constant stream of updated, cohesive accounts of new developments so that the methodologies can be properly implemented in the biomedical field. Responding to this need, Computational Methods in Biomedical Research explores important current and emerging computational statistical methods that are used in biomedical research.

Written by active researchers in the field, this authoritative collection covers a wide range of topics. It introduces each topic at a basic level, before moving on to more advanced discussions of applications. The book begins with microarray data analysis, machine learning techniques, and mass spectrometry-based protein profiling. It then uses state space models to predict US cancer mortality rates and provides an overview of the application of multistate models in analyzing multiple failure times. The book also describes various Bayesian techniques, the sequential monitoring of randomization tests, mixed-effects models, and the classification rules for repeated measures data. The volume concludes with estimation methods for analyzing longitudinal data.

Supplying the knowledge necessary to perform sophisticated statistical analyses, this reference is a must-have for anyone involved in advanced biomedical and pharmaceutical research. It will help in the quest to identify potential new drugs for the treatment of a variety of diseases.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Ravindra Khattree, Dayanand N. Naik

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2019
Lingua
Inglese
ISBN 10 
0367388014
ISBN 13 
9780367388010
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
432
Redattore
Khattree Ravindra, Naik Dayanand
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781584885771: Computational Methods in Biomedical Research

Edizione in evidenza

ISBN 10:  1584885777 ISBN 13:  9781584885771
Casa editrice: Chapman and Hall/CRC, 2007
Rilegato