Data Envelopment Analysis with R

Data Envelopment Analysis with R PDF Author: Farhad Hosseinzadeh Lotfi
Publisher: Springer
ISBN: 3030242773
Category : Technology & Engineering
Languages : en
Pages : 248

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Book Description
This book introduces readers to the use of R codes for optimization problems. First, it provides the necessary background to understand data envelopment analysis (DEA), with a special emphasis on fuzzy DEA. It then describes DEA models, including fuzzy DEA models, and shows how to use them to solve optimization problems with R. Further, it discusses the main advantages of R in optimization problems, and provides R codes based on real-world data sets throughout. Offering a comprehensive review of DEA and fuzzy DEA models and the corresponding R codes, this practice-oriented reference guide is intended for masters and Ph.D. students in various disciplines, as well as practitioners and researchers.

Data Envelopment Analysis: from Normative to Descriptive Performance Evaluation

Data Envelopment Analysis: from Normative to Descriptive Performance Evaluation PDF Author: Nadia Vazquez Novoa
Publisher: PL Academic Research
ISBN: 9783631724491
Category : Data envelopment analysis
Languages : en
Pages : 0

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Book Description
The question of modern performance evaluation has been extensively discussed in the literature, leading to a call for models including non-optimizing behaviors of decision makers and non-financial performance criteria. A promising management instrument is data envelopment analysis (DEA), which enables the aggregation of financial and non-financial indicators into a single measure. This work contributes to a better understanding of DEA from two perspectives: (i) it offers a normative solution to the zero-value weight problem and (ii) it provides the first experimental results on behavioral DEA based on an original taxonomy of cognitive biases related to performance evaluation. Behavioral DEA is a completely new research area which yields plenty of research opportunities.

Data Envelopment Analysis

Data Envelopment Analysis PDF Author: Subhash C. Ray
Publisher: Cambridge University Press
ISBN: 9781139453318
Category : Business & Economics
Languages : en
Pages : 376

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Book Description
Using the neo-classical theory of production economics as the analytical framework, this book, first published in 2004, provides a unified and easily comprehensible, yet fairly rigorous, exposition of the core literature on data envelopment analysis (DEA) for readers based in different disciplines. The various DEA models are developed as nonparametric alternatives to the econometric models. Apart from the standard fare consisting of the basic input- and output-oriented DEA models formulated by Charnes, Cooper, and Rhodes, and Banker, Charnes, and Cooper, the book covers developments such as the directional distance function, free disposal hull (FDH) analysis, non-radial measures of efficiency, multiplier bounds, mergers and break-up of firms, and measurement of productivity change through the Malmquist total factor productivity index. The chapter on efficiency measurement using market prices provides the critical link between DEA and the neo-classical theory of a competitive firm. The book also covers several forms of stochastic DEA in detail.

Management

Management PDF Author:
Publisher:
ISBN:
Category : Industrial engineering
Languages : en
Pages : 192

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Book Description


NASA SP-7500

NASA SP-7500 PDF Author: United States. National Aeronautics and Space Administration
Publisher:
ISBN:
Category :
Languages : en
Pages : 814

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Book Description


Handbook on Business Process Management 2

Handbook on Business Process Management 2 PDF Author: Jan vom Brocke
Publisher: Springer
ISBN: 3642451039
Category : Business & Economics
Languages : en
Pages : 864

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Book Description
Business Process Management (BPM) has become one of the most widely used approaches for the design of modern organizational and information systems. The conscious treatment of business processes as significant corporate assets has facilitated substantial improvements in organizational performance but is also used to ensure the conformance of corporate activities. This Handbook presents in two volumes the contemporary body of knowledge as articulated by the world's leading BPM thought leaders. This second volume focuses on the managerial and organizational challenges of BPM such as strategic and cultural alignment, governance and the education of BPM stakeholders. As such, this book provides concepts and methodologies for the integration of BPM. Each chapter has been contributed by leading international experts. Selected case studies complement their views and lead to a summary of BPM expertise that is unique in its coverage of the most critical success factors of BPM. The second edition of this handbook has been significantly revised and extended. Each chapter has been updated to reflect the most current developments. This includes in particular new technologies such as in-memory data and process management, social media and networks. A further focus of this revised and extended edition is on the actual deployment of the proposed theoretical concepts. This volume includes a number of entire new chapters from some of the world's leading experts in the domain of BPM.

International Encyclopedia of Ergonomics and Human Factors - 3 Volume Set

International Encyclopedia of Ergonomics and Human Factors - 3 Volume Set PDF Author: Informa Healthcare
Publisher: CRC Press
ISBN: 0849375479
Category : Technology & Engineering
Languages : en
Pages : 3656

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Book Description
The previous edition of the International Encyclopedia of Ergonomics and Human Factors made history as the first unified source of reliable information drawn from many realms of science and technology and created specifically with ergonomics professionals in mind. It was also a winner of the Best Reference Award 2002 from the Engineering Libraries

The Rocky Road to Publishing in the Management and Decision Sciences and Beyond

The Rocky Road to Publishing in the Management and Decision Sciences and Beyond PDF Author: Pekka Korhonen
Publisher: Springer Science & Business Media
ISBN: 3642420486
Category : Business & Economics
Languages : en
Pages : 193

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Book Description
This book documents the history of two research papers, from the first drafts to the final polished published articles, including the reviewer comments and the author responses. The documentary provides unique insights into the publishing process, which at times is filled with uncertainties, not only for young researchers. The book discusses lessons learned and also provides an experienced editor's and reviewer's perspective. In the light of the high pressure on young faculty to publish successfully, this book offers itself as a guide to publishing efficiently and effectively in a highly competitive scientific environment.

Incentives and Performance

Incentives and Performance PDF Author: Isabell M. Welpe
Publisher: Springer
ISBN: 3319097857
Category : Business & Economics
Languages : en
Pages : 493

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Book Description
​This book contributes to the current discussion in society, politics and higher education on innovation capacity and the financial and non-financial incentives for researchers. The expert contributions in the book deal with implementation of incentive systems at higher education institutions in order to foster innovation. On the other hand, the book also discusses the extent to which governance structures from economy can be transferred to universities and how scientific performance can be measured and evaluated. This book is essential for decision-makers in knowledge-intensive organizations and higher-educational institutions dealing with the topic of performance management.

Agile Approaches for Successfully Managing and Executing Projects in the Fourth Industrial Revolution

Agile Approaches for Successfully Managing and Executing Projects in the Fourth Industrial Revolution PDF Author: Bolat, Hür Bersam
Publisher: IGI Global
ISBN: 1522578668
Category : Business & Economics
Languages : en
Pages : 449

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Book Description
Communication between man and machine is vital to completing projects in the current day and age. Without this constant connectiveness as we enter an era of big data, project completion will result in utter failure. Agile Approaches for Successfully Managing and Executing Projects in the Fourth Industrial Revolution addresses changes wrought by Industry 4.0 and its effects on project management as well as adaptations and adjustments that will need to be made within project life cycles and project risk management. Highlighting such topics as agile planning, cloud projects, and organization structure, it is designed for project managers, executive management, students, and academicians.