Decision Support Using Nonparametric Statistics

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Decision Support Using Nonparametric Statistics

Author : Warren Beatty
Publisher : Springer
ISBN 13 : 3319682644
Total Pages : 132 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Decision Support Using Nonparametric Statistics by : Warren Beatty

Download or read book Decision Support Using Nonparametric Statistics written by Warren Beatty and published by Springer. This book was released on 2018-01-15 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise volume covers nonparametric statistics topics that most are most likely to be seen and used from a practical decision support perspective. While many degree programs require a course in parametric statistics, these methods are often inadequate for real-world decision making in business environments. Much of the data collected today by business executives (for example, customer satisfaction opinions) requires nonparametric statistics for valid analysis, and this book provides the reader with a set of tools that can be used to validly analyze all data, regardless of type. Through numerous examples and exercises, this book explains why nonparametric statistics will lead to better decisions and how they are used to reach a decision, with a wide array of business applications. Online resources include exercise data, spreadsheets, and solutions.

Nonparametric Statistics

Author : Gregory W. Corder
Publisher : John Wiley & Sons
ISBN 13 : 1118840429
Total Pages : 288 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Nonparametric Statistics by : Gregory W. Corder

Download or read book Nonparametric Statistics written by Gregory W. Corder and published by John Wiley & Sons. This book was released on 2014-04-14 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: “...a very useful resource for courses in nonparametric statistics in which the emphasis is on applications rather than on theory. It also deserves a place in libraries of all institutions where introductory statistics courses are taught." –CHOICE This Second Edition presents a practical and understandable approach that enhances and expands the statistical toolset for readers. This book includes: New coverage of the sign test and the Kolmogorov-Smirnov two-sample test in an effort to offer a logical and natural progression to statistical power SPSS® (Version 21) software and updated screen captures to demonstrate how to perform and recognize the steps in the various procedures Data sets and odd-numbered solutions provided in an appendix, and tables of critical values Supplementary material to aid in reader comprehension, which includes: narrated videos and screen animations with step-by-step instructions on how to follow the tests using SPSS; online decision trees to help users determine the needed type of statistical test; and additional solutions not found within the book.

Frontiers of Statistical Decision Making and Bayesian Analysis

Author : Ming-Hui Chen
Publisher : Springer Science & Business Media
ISBN 13 : 1441969446
Total Pages : 631 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Frontiers of Statistical Decision Making and Bayesian Analysis by : Ming-Hui Chen

Download or read book Frontiers of Statistical Decision Making and Bayesian Analysis written by Ming-Hui Chen and published by Springer Science & Business Media. This book was released on 2010-07-24 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research in Bayesian analysis and statistical decision theory is rapidly expanding and diversifying, making it increasingly more difficult for any single researcher to stay up to date on all current research frontiers. This book provides a review of current research challenges and opportunities. While the book can not exhaustively cover all current research areas, it does include some exemplary discussion of most research frontiers. Topics include objective Bayesian inference, shrinkage estimation and other decision based estimation, model selection and testing, nonparametric Bayes, the interface of Bayesian and frequentist inference, data mining and machine learning, methods for categorical and spatio-temporal data analysis and posterior simulation methods. Several major application areas are covered: computer models, Bayesian clinical trial design, epidemiology, phylogenetics, bioinformatics, climate modeling and applications in political science, finance and marketing. As a review of current research in Bayesian analysis the book presents a balance between theory and applications. The lack of a clear demarcation between theoretical and applied research is a reflection of the highly interdisciplinary and often applied nature of research in Bayesian statistics. The book is intended as an update for researchers in Bayesian statistics, including non-statisticians who make use of Bayesian inference to address substantive research questions in other fields. It would also be useful for graduate students and research scholars in statistics or biostatistics who wish to acquaint themselves with current research frontiers.

Nonparametric Statistics for Applied Research

Author : Jared A. Linebach
Publisher : Springer Science & Business Media
ISBN 13 : 1461490413
Total Pages : 416 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Nonparametric Statistics for Applied Research by : Jared A. Linebach

Download or read book Nonparametric Statistics for Applied Research written by Jared A. Linebach and published by Springer Science & Business Media. This book was released on 2013-11-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-parametric methods are widely used for studying populations that take on a ranked order (such as movie reviews receiving one to four stars). The use of non-parametric methods may be necessary when data have a ranking but no clear numerical interpretation, such as when assessing preferences. In terms of levels of measurement, non-parametric methods result in "ordinal" data. As non-parametric methods make fewer assumptions, their applicability is much wider than the corresponding parametric methods. In particular, they may be applied in situations where less is known about the application in question. Also, due to the reliance on fewer assumptions, non-parametric methods are more robust. Non-parametric methods have many popular applications, and are widely used in research in the fields of the behavioral sciences and biomedicine. This is a textbook on non-parametric statistics for applied research. The authors propose to use a realistic yet mostly fictional situation and series of dialogues to illustrate in detail the statistical processes required to complete data analysis. This book draws on a readers existing elementary knowledge of statistical analyses to broaden his/her research capabilities. The material within the book is covered in such a way that someone with a very limited knowledge of statistics would be able to read and understand the concepts detailed in the text. The “real world” scenario to be presented involves a multidisciplinary team of behavioral, medical, crime analysis, and policy analysis professionals work together to answer specific empirical questions regarding real-world applied problems. The reader is introduced to the team and the data set, and through the course of the text follows the team as they progress through the decision making process of narrowing the data and the research questions to answer the applied problem. In this way, abstract statistical concepts are translated into concrete and specific language. This text uses one data set from which all examples are taken. This is radically different from other statistics books which provide a varied array of examples and data sets. Using only one data set facilitates reader-directed teaching and learning by providing multiple research questions which are integrated rather than using disparate examples and completely unrelated research questions and data.

Nonparametric Statistics for Non-Statisticians

Author : Gregory W. Corder
Publisher : John Wiley & Sons
ISBN 13 : 1118211251
Total Pages : 199 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Nonparametric Statistics for Non-Statisticians by : Gregory W. Corder

Download or read book Nonparametric Statistics for Non-Statisticians written by Gregory W. Corder and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical and understandable approach to nonparametric statistics for researchers across diverse areas of study As the importance of nonparametric methods in modern statistics continues to grow, these techniques are being increasingly applied to experimental designs across various fields of study. However, researchers are not always properly equipped with the knowledge to correctly apply these methods. Nonparametric Statistics for Non-Statisticians: A Step-by-Step Approach fills a void in the current literature by addressing nonparametric statistics in a manner that is easily accessible for readers with a background in the social, behavioral, biological, and physical sciences. Each chapter follows the same comprehensive format, beginning with a general introduction to the particular topic and a list of main learning objectives. A nonparametric procedure is then presented and accompanied by context-based examples that are outlined in a step-by-step fashion. Next, SPSS® screen captures are used to demonstrate how to perform and recognize the steps in the various procedures. Finally, the authors identify and briefly describe actual examples of corresponding nonparametric tests from diverse fields. Using this organized structure, the book outlines essential skills for the application of nonparametric statistical methods, including how to: Test data for normality and randomness Use the Wilcoxon signed rank test to compare two related samples Apply the Mann-Whitney U test to compare two unrelated samples Compare more than two related samples using the Friedman test Employ the Kruskal-Wallis H test to compare more than two unrelated samples Compare variables of ordinal or dichotomous scales Test for nominal scale data A detailed appendix provides guidance on inputting and analyzing the presented data using SPSS®, and supplemental tables of critical values are provided. In addition, the book's FTP site houses supplemental data sets and solutions for further practice. Extensively classroom tested, Nonparametric Statistics for Non-Statisticians is an ideal book for courses on nonparametric statistics at the upper-undergraduate and graduate levels. It is also an excellent reference for professionals and researchers in the social, behavioral, and health sciences who seek a review of nonparametric methods and relevant applications.

Business Statistics for Contemporary Decision Making

Author : Ignacio Castillo
Publisher : John Wiley & Sons
ISBN 13 : 1119983223
Total Pages : 850 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Business Statistics for Contemporary Decision Making by : Ignacio Castillo

Download or read book Business Statistics for Contemporary Decision Making written by Ignacio Castillo and published by John Wiley & Sons. This book was released on 2023-05-08 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: Show students why business statistics is an increasingly important business skill through a student-friendly pedagogy. In this fourth Canadian edition of Business Statistics For Contemporary Decision Making authors Ken Black, Tiffany Bayley, and Ignacio Castillo uses current real-world data to equip students with the business analytics techniques and quantitative decision-making skills required to make smart decisions in today's workplace.

Research Methods in Public Administration and Nonprofit Management

Author : David E. McNabb
Publisher : Routledge
ISBN 13 : 135172147X
Total Pages : 711 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Research Methods in Public Administration and Nonprofit Management by : David E. McNabb

Download or read book Research Methods in Public Administration and Nonprofit Management written by David E. McNabb and published by Routledge. This book was released on 2017-09-11 with total page 711 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in a thoroughly revised and refreshed fourth edition, Research Methods in Public Administration and Nonprofit Management is beloved by students and professors alike for its exceptional clarity and accessibility and plentiful illustrations. This new edition integrates quantitative, qualitative, and mixed-methods approaches, as well as specific up-to-date instruction in the use of statistical software programs such as Excel and SPSS. Changes to this edition include: A new section, featuring two new chapters, to explore mixed-methods approaches to research, including fundamentals, research design, data collection, and analyzing and interpreting findings A new, dedicated chapter on Big Data research Updated exhibits and examples throughout the book A new companion website to accompany the book containing PowerPoint slides for each chapter New exhibits, tables, figures, and exercises, as well as key terms and discussion questions at the end of each chapter Research Methods in Public Administration and Nonprofit Management, 4e is an ideal textbook for use in all research methods courses in undergraduate and graduate public administration, public affairs, and nonprofit management courses.

Decision Making in the Manufacturing Environment

Author : Ravipudi Venkata Rao
Publisher : Springer Science & Business Media
ISBN 13 : 1846288193
Total Pages : 369 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Decision Making in the Manufacturing Environment by : Ravipudi Venkata Rao

Download or read book Decision Making in the Manufacturing Environment written by Ravipudi Venkata Rao and published by Springer Science & Business Media. This book was released on 2007-06-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how graph theory and matrix approach, and fuzzy multiple attribute decision making methods can be used in manufacturing. It proposes a methodology that will make decision making in the manufacturing environment structured and systematic. The book uses case studies to present the applications of decision making methods in real manufacturing situations.

Statistics for Health Care Professionals

Author : Ian Scott
Publisher : SAGE
ISBN 13 : 9780761974765
Total Pages : 252 pages
Book Rating : 4.9/5 (747 download)

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Book Synopsis Statistics for Health Care Professionals by : Ian Scott

Download or read book Statistics for Health Care Professionals written by Ian Scott and published by SAGE. This book was released on 2005-02-09 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on quantative approaches to investigating problems, this title introduces the basics rules and principles of statistics, encouraging the reader to think critically about data analysis and research design, and how these factors can impact upon evidence-based practice.

Machine Learning and Probabilistic Graphical Models for Decision Support Systems

Author : Kim Phuc Tran
Publisher : CRC Press
ISBN 13 : 100077144X
Total Pages : 330 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Machine Learning and Probabilistic Graphical Models for Decision Support Systems by : Kim Phuc Tran

Download or read book Machine Learning and Probabilistic Graphical Models for Decision Support Systems written by Kim Phuc Tran and published by CRC Press. This book was released on 2022-10-13 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advancements in research, a review of new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models, which are very effective techniques in gaining knowledge from Big Data and in interpreting decisions. It explores Bayesian network learning, Control Chart, Reinforcement Learning for multicriteria DSS, Anomaly Detection in Smart Manufacturing with Federated Learning, DSS in healthcare, DSS for supply chain management, etc. Researchers and practitioners alike will benefit from this book to enhance the understanding of machine learning, Probabilistic Graphical Models, and their uses in DSS in the context of decision making with uncertainty. The real-world case studies in various fields with guidance and recommendations for the practical applications of these studies are introduced in each chapter.

Advances in Fuzzy Logic and Technology 2017

Author : Janusz Kacprzyk
Publisher : Springer
ISBN 13 : 3319668277
Total Pages : 613 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances in Fuzzy Logic and Technology 2017 by : Janusz Kacprzyk

Download or read book Advances in Fuzzy Logic and Technology 2017 written by Janusz Kacprzyk and published by Springer. This book was released on 2017-08-29 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of two collocated international conferences: EUSFLAT-2017 – the 10th edition of the flagship Conference of the European Society for Fuzzy Logic and Technology held in Warsaw, Poland, on September 11–15, 2017, and IWIFSGN’2017 – The Sixteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, held in Warsaw on September 13–15, 2017. The conferences were organized by the Systems Research Institute, Polish Academy of Sciences, Department IV of Engineering Sciences, Polish Academy of Sciences, and the Polish Operational and Systems Research Society in collaboration with the European Society for Fuzzy Logic and Technology (EUSFLAT), the Bulgarian Academy of Sciences and various European universities. The aim of the EUSFLAT-2017 was to bring together theoreticians and practitioners working on fuzzy logic, fuzzy systems, soft computing and related areas and to provide a platform for exchanging ideas and discussing the l atest trends and ideas, while the aim of IWIFSGN’2017 was to discuss new developments in extensions of the concept of a fuzzy set, such as an intuitionistic fuzzy set, as well as other concepts, like that of a generalized net. The papers included, written by leading international experts, as well as the special sessions and panel discussions contribute to the development the field, strengthen collaborations and intensify networking.

Resources in Education

Author :
Publisher :
ISBN 13 :
Total Pages : 1100 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Resources in Education by :

Download or read book Resources in Education written by and published by . This book was released on 1977 with total page 1100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Approaches to Enhance the Performance of Simheuristic Methods in the Optimisation of Multi-echelon Logistics Distribution Networks

Download Approaches to Enhance the Performance of Simheuristic Methods in the Optimisation of Multi-echelon Logistics Distribution Networks PDF Online Free

Author : Majsa Ammouriova
Publisher : Cuvillier Verlag
ISBN 13 : 3736964250
Total Pages : 258 pages
Book Rating : 4.7/5 (369 download)

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Book Synopsis Approaches to Enhance the Performance of Simheuristic Methods in the Optimisation of Multi-echelon Logistics Distribution Networks by : Majsa Ammouriova

Download or read book Approaches to Enhance the Performance of Simheuristic Methods in the Optimisation of Multi-echelon Logistics Distribution Networks written by Majsa Ammouriova and published by Cuvillier Verlag. This book was released on 2021 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management of logistics distribution networks is a challenging task. Decision-makers rely on logistics assistance systems that recommend actions to optimise the networks. These systems can be based on simheuristics to benefit from metaheuristics in exploring possible solutions and on simulation for modelling the networks. This book presents three approaches to recommend promising solutions to optimise the networks with fewer simulation runs. The first approach utilises information from the network to guide the search of metaheuristics. In this approach, domain-specific information is defined and assigned to actions. The metaheuristic algorithm utilises this domain-specific information to find more-promising solutions. The second approach is reducing the number of possible solutions by grouping actions with respect to their domain-specific attributes. Here, the smaller solution space decreases the number of required simulation runs. The last approach looks for equivalent solutions that cause the same changes in the network. This approach aims to skip unnecessary evaluations and, thus, simulation effort.

Optimal Decision Making in Operations Research and Statistics

Author : Irfan Ali
Publisher : CRC Press
ISBN 13 : 1000404722
Total Pages : 434 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Optimal Decision Making in Operations Research and Statistics by : Irfan Ali

Download or read book Optimal Decision Making in Operations Research and Statistics written by Irfan Ali and published by CRC Press. This book was released on 2021-11-29 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides insights in the decision-making for implementing strategies in various spheres of real-world issues. It integrates optimal policies in various decisionmaking problems and serves as a reference for researchers and industrial practitioners. Furthermore, the book provides sound knowledge of modelling of real-world problems and solution procedure using the various optimisation and statistical techniques for making optimal decisions. The book is meant for teachers, students, researchers and industrialists who are working in the field of materials science, especially operations research and applied statistics.

Using Web and Paper Questionnaires for Data-Based Decision Making

Author : Susan J. Thomas
Publisher : Corwin Press
ISBN 13 : 1506318487
Total Pages : 217 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Using Web and Paper Questionnaires for Data-Based Decision Making by : Susan J. Thomas

Download or read book Using Web and Paper Questionnaires for Data-Based Decision Making written by Susan J. Thomas and published by Corwin Press. This book was released on 2004-03-06 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Using Web and Paper Questionnaires for Data-Based Decision Making is clearly written, easy to understand, and has plenty of examples and guides for those implementing these ideas. Designed as a cookbook, it superbly enables educators to write, administer, and analyze a survey." Sandra L. Stein, Professor of Education Rider University Learn to use questionnaires and data-based decision making to support school improvement! How effectively are teachers implementing the new literacy program? What do parents think of the proposed homework policy? Is bullying a growing problem? Understanding how to create appropriate questionnaires is essential in making data-based decisions that improve school policies, processes, and procedures. Using Web and Paper Questionnaires for Data-Based Decision Making is a practical handbook for creating exceptional questionnaires for a variety of purposes, including data-based decision making. Author Susan J. Thomas provides authoritative guidance for planning a survey project, creating a questionnaire, gathering data, and analyzing and communicating the results to a variety of audiences. Features of this reader-friendly guidebook include Sample cover letters, invitations, parental permission forms, and planning templates Extensive examples, activities, and checklists Web-based questionnaire guidelines A step-by-step case study of a successful survey project Offering suggestions for successfully using both Web-based and paper-based questionnaires, this practitioner-focused manual summarizes the key steps of successful survey projects and identifies critical success factors for each step. Designed primarily for principals, district-level administrators, and teachers, this invaluable resource is also suitable for policymakers, state-level administrators, and graduate students in education and social sciences.

EHealth - For Continuity of Care

Author : C. Lovis
Publisher : IOS Press
ISBN 13 : 1614994323
Total Pages : 1328 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis EHealth - For Continuity of Care by : C. Lovis

Download or read book EHealth - For Continuity of Care written by C. Lovis and published by IOS Press. This book was released on 2014-09-30 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information technology and the information sciences have been part of our lives for some time now. They have revolutionized the healthcare system, changing the whole health landscape, as well as health culture. New devices, sources of data and roles for all those involved in healthcare are being developed as a result. This book presents the proceedings of the 25th European Medical Informatics Conference, held in Istanbul, Turkey in August/September 2014. The conference aims to present the most recent developments in biomedical informatics. The book is divided into 15 sections, which include: decision support systems and clinical practice guidelines; improved healthcare through informatics; data analysis; mobile health; technology and system evaluation; and text mining. The final two sections present posters from the conference. The book will be of interest to all those in the healthcare sector, researchers and practitioners alike, who develop, evaluate or work with information technology.

Research Methods for Political Science

Author : David E. McNabb
Publisher : Routledge
ISBN 13 : 1000300218
Total Pages : 565 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Research Methods for Political Science by : David E. McNabb

Download or read book Research Methods for Political Science written by David E. McNabb and published by Routledge. This book was released on 2020-12-31 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of Research Methods for Political Science retains its effective approach to helping students learn what to research, why to research and how to research. The text integrates both quantitative and qualitative approaches to research in one volume and covers such important topics as research design, specifying research problems, designing questionnaires and writing questions, designing and carrying out qualitative research and analyzing both quantitative and qualitative research data. Heavily illustrated, classroom tested, exceptionally readable and engaging, the text presents statistical methods in a conversational tone to help students surmount "math phobia." Updates to this new edition include: Research topics chapters have been upgraded and expanded. Two mixed methods design chapters have been added. A new chapter on hermeneutic analysis designs and research with large data sets. The chapter on multivariate statistics has been expanded, with an expanded discussion on logistic regression. Tools on how to prepare and present research findings are now featured in the appendix, allowing instructors more flexibility when teaching their courses. Research Methods for Political Science will give students the confidence and knowledge they need to understand the methods and basics skills for data collection, presentation and analysis.