Statistics for bioengineering sciences : with MATLAB and WinBUGS support
Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with. The author integrates introductory statistics for engineers and intr...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Livre numérique |
| Sprache: | Anglais |
| Veröffentlicht: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| Ausgabe: | 1st ed. 2011. |
| Schriftenreihe: | Springer Texts in Statistics
|
| Schlagworte: | |
| Online Zugang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmerkung: |
Description d'après consultation du 22 mai 2012 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Statistics for Bioengineering Sciences, Texte imprimé, 9781461403937 • Statistics for Bioengineering Sciences, Texte imprimé, 9781461403951 • Statistics for Bioengineering Sciences, Texte imprimé, 9781493951444 |
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| 084 | |a 68Nxx. 2010 | ||
| 100 | 1 | |a Vidakovic, Brani, |d 1955- | |
| 245 | 1 | 0 | |a Statistics for bioengineering sciences : |b with MATLAB and WinBUGS support |c Brani Vidakovic. |
| 250 | |a 1st ed. 2011. | ||
| 260 | |a New York, NY : |b Springer New York. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Springer Texts in Statistics |x 2197-4136 | |
| 500 | |a Description d'après consultation du 22 mai 2012 | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 504 | |a Notes bibliogr. Index p. 747-753 | ||
| 505 | 1 | |a Introduction The Sample and Its Properties Probability, Conditional Probability, and Bayes' Rule Sensitivity, Specificity, and Relatives Random Variables Normal Distribution Point and Interval Estimators Bayesian Approach to Inference Testing Statistical Hypotheses Two Samples ANOVA and Elements of Experimental Design Distribution-Free Tests Goodness-of-Fit Tests Models for Tables Correlation Regression Regression for Binary and Count Data Inference for Censored Data and Survival Analysis Bayesian Inference Using Gibbs Sampling - BUGS Project. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with. The author integrates introductory statistics for engineers and introductory biostatistics as a single textbook heavily oriented to computation and hands on approaches. For example, topics ranging from the aspects of disease and device testing, Sensitivity, Specificity and ROC curves, Epidemiological Risk Theory, Survival Analysis, or Logistic and Poisson Regressions are covered. In addition to the synergy of engineering and biostatistical approaches, the novelty of this book is in the substantial coverage of Bayesian approaches to statistical inference. Many examples in this text are solved using both the traditional and Bayesian methods, and the results are compared and commented. | ||
| 630 | |a MATLAB |n logiciel | ||
| 650 | |a Statistique | ||
| 776 | 0 | |t Statistics for Bioengineering Sciences |b Texte imprimé |z 9781461403937 | |
| 776 | 0 | |t Statistics for Bioengineering Sciences |b Texte imprimé |z 9781461403951 | |
| 776 | 0 | |t Statistics for Bioengineering Sciences |b Texte imprimé |z 9781493951444 | |
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