Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems - Hardcover

Hahn, Eugene D.

Hardcover

ISBN 10: 1118637550 ISBN 13: 9781118637555

Verlag: John Wiley & Sons Inc, 2014

Inhaltsangabe

HIGHLIGHTS THE USE OF BAYESIAN STATISTICS TO GAIN INSIGHTS FROM EMPIRICAL DATA

Featuring an accessible approach, Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems demonstrates how Bayesian statistics can help to provide insights into important issues facing business and management. The book draws on multidisciplinary applications and examples and utilizes the freely available software WinBUGS and R to illustrate the integration of Bayesian statistics within data-rich environments.

Computational issues are discussed and integrated with coverage of linear models, sensitivity analysis, Markov Chain Monte Carlo (MCMC), and model comparison. In addition, more advanced models including hierarchal models, generalized linear models, and latent variable models are presented to further bridge the theory and application in real-world usage.

Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems also features:

• Numerous real-world examples drawn from multiple management disciplines such as strategy, international business, accounting, and information systems
• An incremental skill-building presentation based on analyzing data sets with widely applicable models of increasing complexity
• An accessible treatment of Bayesian statistics that is integrated with a broad range of business and management issues and problems
• A practical problem-solving approach to illustrate how Bayesian statistics can help to provide insight into important issues facing business and management

Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems is an important textbook for Bayesian statistics courses at the advanced MBA-level and also for business and management PhD candidates as a first course in methodology. In addition, the book is a useful resource for management scholars and practitioners as well as business academics and practitioners who seek to broaden their methodological skill sets.

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Über die Autorin bzw. den Autor

Eugene D. Hahn, PhD, is Associate Professor in the Department of Information and Decision Systems in the Franklin P. Perdue School of Business at Salisbury University. He has published in leading business and management journals as well as in journals that discuss Bayesian methods.

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HIGHLIGHTS THE USE OF BAYESIAN STATISTICS TO GAIN INSIGHTS FROM EMPIRICAL DATA

Featuring an accessible approach, Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems demonstrates how Bayesian statistics can help to provide insights into important issues facing business and management. The book draws on multidisciplinary applications and examples and utilizes the freely available software WinBUGS and R to illustrate the integration of Bayesian statistics within data-rich environments.

Computational issues are discussed and integrated with coverage of linear models, sensitivity analysis, Markov Chain Monte Carlo (MCMC), and model comparison. In addition, more advanced models including hierarchal models, generalized linear models, and latent variable models are presented to further bridge the theory and application in real-world usage.

Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems also features:

• Numerous real-world examples drawn from multiple management disciplines such as strategy, international business, accounting, and information systems
• An incremental skill-building presentation based on analyzing data sets with widely applicable models of increasing complexity
• An accessible treatment of Bayesian statistics that is integrated with a broad range of business and management issues and problems
• A practical problem-solving approach to illustrate how Bayesian statistics can help to provide insight into important issues facing business and management
• The use of freely-available WinBUGS and R software to showcase the benefits of Bayesian statistics for the increasingly data-rich business environment

Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems is an important textbook for Bayesian statistics courses at the advanced MBA-level and also for business and management PhD candidates as a first course in methodology. In addition, the book is a useful resource for management scholars and practitioners as well as business academics and practitioners who seek to broaden their methodological skill sets.

Eugene D. Hahn, PhD, is Associate Professor in the Department of Information and Decision Systems in the Franklin P. Perdue School of Business at Salisbury University. He has published in leading business and management journals as well as in journals that discuss Bayesian methods.

Details zur Ausgabe

• Verlag: John Wiley & Sons Inc
• Erscheinungsdatum: 2014
• Sprache: Englisch
• ISBN 10: 1118637550
• ISBN 13: 9781118637555
• Einband: Tapa dura
• Anzahl der Seiten: 384
• Kontakt zum Hersteller: Nicht verfügbar