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Download or read book Prediction, Performance & Promise written by and published by . This book was released on 1975 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert Vineberg
Publisher :
ISBN 13 :
Total Pages : 242 pages
Book Rating : 4.E/5 ( download)
Download or read book Prediction of Job Performance written by Robert Vineberg and published by . This book was released on 1982 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Literature pertaining to prediction of enlisted military job performance, 1952-1980, was reviewed. The review excluded studies in which training performance or reenlistment is the criterion. Aptitude was the most frequently used predictor and supervisor ratings the most frequent criterion. Relationships among classes of criteria and between predictors and criteria were examined. Major classes of criteria were job proficiency, job performance, and suitability to military service. The following conclusions are supported by the review: (1) For the great majority of jobs, job knowledge tests appear to provide the most practical method of objective measurement; (2) Because job sample tests are very expensive to construct and administer, their use is not practical unless the job is extremely costly or critical; and (3) Use of supervisors' ratings as the only measure of job performance should be restricted to jobs for which motivation, social skill, and response to situational requirements are the only attributes worth measuring. Two promising approaches to improved prediction are the selective use of miniaturized training and assessment centers and the use of self-paced training performance as a predictor. The review includes abstracts of the studies that were reviewed.
Author :
Publisher :
ISBN 13 :
Total Pages : 304 pages
Book Rating : 4.3/5 (91 download)
Download or read book Technical Report written by and published by . This book was released on 2007 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : United States. Dept. of the Army
Publisher :
ISBN 13 :
Total Pages : 42 pages
Book Rating : 4.3/5 (91 download)
Download or read book Technical Research Note written by United States. Dept. of the Army and published by . This book was released on 1962 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Sabine Sonnentag
Publisher : John Wiley & Sons
ISBN 13 : 0470853034
Total Pages : 540 pages
Book Rating : 4.4/5 (78 download)
Download or read book Psychological Management of Individual Performance written by Sabine Sonnentag and published by John Wiley & Sons. This book was released on 2003-01-17 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychological Management of Individual Performance is a unique combination of contributions from an academic and a practitioner for each topic. Leading international authors come together in this integrative and comprehensive handbook, to combine academic research findings and to provide detailed practice-relevant information, on subjects such as performance concepts, work design, cognitive ability and personality as predictors of performance, performance appraisal and potential analysis, goal setting, training, mentoring, reward systems, strategic HRM as well as broader issues such as well-being and organizational culture. This Handbook is a valuable resource for researchers, academics and advanced students in psychology and related fields; as well as consultants, practitioners and professionals in HR, who want to contribute to the enhancement and maintenance of high individual performance.
Author : Michelle M. Zazanis
Publisher :
ISBN 13 :
Total Pages : 86 pages
Book Rating : 4.X/5 (4 download)
Download or read book Predicting Performance Ratings Using Motivational Antecedents written by Michelle M. Zazanis and published by . This book was released on 1998 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yehuda E. Kalay
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.F/5 ( download)
Download or read book Evaluating and Predicting Design Performance written by Yehuda E. Kalay and published by Wiley-Interscience. This book was released on 1992-04-09 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents an assortment of task-specific applications that draw upon the model of the designed artifact. Provides the designer and the knowledge CAD-based system with a variety of evaluative, simulative and tabulative measures of the artifact's expected perfomance.
Author : Max Kuhn
Publisher : Springer Science & Business Media
ISBN 13 : 1461468493
Total Pages : 595 pages
Book Rating : 4.4/5 (614 download)
Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Author : Ruth Learned Munroe
Publisher : Stanford University Press
ISBN 13 :
Total Pages : 108 pages
Book Rating : 4./5 ( download)
Download or read book Prediction of the Adjustment and Academic Performance of College Students written by Ruth Learned Munroe and published by Stanford University Press. This book was released on 1945 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert M. Guion
Publisher : Taylor & Francis
ISBN 13 : 1136865772
Total Pages : 649 pages
Book Rating : 4.1/5 (368 download)
Download or read book Assessment, Measurement, and Prediction for Personnel Decisions written by Robert M. Guion and published by Taylor & Francis. This book was released on 2011-02-25 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robert Guion’s best seller is now available in this new second edition. This noted book offers a comprehensive and practical view of assessment –based personnel decisions not available elsewhere in a single source. This edition more frankly evaluates the current research and practice and presents challenges that will change the basic thinking about staffing systems. This new edition suggests new directions for research and practice, includes emphasis on modern computers and technology useful in assessment, and pays more attention to prediction of individual growth and globalization challenges in the assessment process. The book will be of interest to faculty and students in Industrial Organizational psychology, human resource management and business. IO psychologists in private business and public sector organizations who have responsibilities for staffing and an interest in measurement and statistics will find this book useful.
Author : Xiao-Yuan Jing
Publisher : Springer Nature
ISBN 13 : 9819928427
Total Pages : 210 pages
Book Rating : 4.8/5 (199 download)
Download or read book Intelligent Software Defect Prediction written by Xiao-Yuan Jing and published by Springer Nature. This book was released on 2024-01-17 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing complexity of and dependency on software, software products may suffer from low quality, high prices, be hard to maintain, etc. Software defects usually produce incorrect or unexpected results and behaviors. Accordingly, software defect prediction (SDP) is one of the most active research fields in software engineering and plays an important role in software quality assurance. Based on the results of SDP analyses, developers can subsequently conduct defect localization and repair on the basis of reasonable resource allocation, which helps to reduce their maintenance costs. This book offers a comprehensive picture of the current state of SDP research. More specifically, it introduces a range of machine-learning-based SDP approaches proposed for different scenarios (i.e., WPDP, CPDP, and HDP). In addition, the book shares in-depth insights into current SDP approaches’ performance and lessons learned for future SDP research efforts. We believe these theoretical analyses and emerging challenges will be of considerable interest to all researchers, graduate students, and practitioners who want to gain deeper insights into and/or find new research directions in SDP. It offers a comprehensive introduction to the current state of SDP and detailed descriptions of representative SDP approaches.
Author : Marvin D. Dunnette
Publisher : Psychology Press
ISBN 13 : 1317769937
Total Pages : 375 pages
Book Rating : 4.3/5 (177 download)
Download or read book Human Performance and Productivity written by Marvin D. Dunnette and published by Psychology Press. This book was released on 2014-01-14 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: These volumes represent a concerted attempt to link what is known from human performance research to recognized national needs for improving productivity. The product of a National Science Foundation project directed by the series editor, the set features authoritative reviews by leading psychologists in the field. The volumes cover many areas of human performance not included in other books.
Author : Lucian A. Bebchuk
Publisher : Harvard University Press
ISBN 13 : 9780674020634
Total Pages : 308 pages
Book Rating : 4.0/5 (26 download)
Download or read book Pay Without Performance written by Lucian A. Bebchuk and published by Harvard University Press. This book was released on 2004 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The company is under-performing, its share price is trailing, and the CEO gets...a multi-million-dollar raise. This story is familiar, for good reason: as this book clearly demonstrates, structural flaws in corporate governance have produced widespread distortions in executive pay. Pay without Performance presents a disconcerting portrait of managers' influence over their own pay--and of a governance system that must fundamentally change if firms are to be managed in the interest of shareholders. Lucian Bebchuk and Jesse Fried demonstrate that corporate boards have persistently failed to negotiate at arm's length with the executives they are meant to oversee. They give a richly detailed account of how pay practices--from option plans to retirement benefits--have decoupled compensation from performance and have camouflaged both the amount and performance-insensitivity of pay. Executives' unwonted influence over their compensation has hurt shareholders by increasing pay levels and, even more importantly, by leading to practices that dilute and distort managers' incentives. This book identifies basic problems with our current reliance on boards as guardians of shareholder interests. And the solution, the authors argue, is not merely to make these boards more independent of executives as recent reforms attempt to do. Rather, boards should also be made more dependent on shareholders by eliminating the arrangements that entrench directors and insulate them from their shareholders. A powerful critique of executive compensation and corporate governance, Pay without Performance points the way to restoring corporate integrity and improving corporate performance.
Author : Richard L. Oliver
Publisher :
ISBN 13 :
Total Pages : 458 pages
Book Rating : 4.:/5 (89 download)
Download or read book Expectancy Theory Predictions of Salesmen's Performance and Determinants of the Motivational Antecedents written by Richard L. Oliver and published by . This book was released on 1973 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309161347
Total Pages : 193 pages
Book Rating : 4.3/5 (91 download)
Download or read book Assessment of Intraseasonal to Interannual Climate Prediction and Predictability written by National Research Council and published by National Academies Press. This book was released on 2010-09-08 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: More accurate forecasts of climate conditions over time periods of weeks to a few years could help people plan agricultural activities, mitigate drought, and manage energy resources, amongst other activities; however, current forecast systems have limited ability on these time- scales. Models for such climate forecasts must take into account complex interactions among the ocean, atmosphere, and land surface. Such processes can be difficult to represent realistically. To improve the quality of forecasts, this book makes recommendations about the development of the tools used in forecasting and about specific research goals for improving understanding of sources of predictability. To improve the accessibility of these forecasts to decision-makers and researchers, this book also suggests best practices to improve how forecasts are made and disseminated.
Author : Millie Pant
Publisher : Springer Nature
ISBN 13 : 9811507511
Total Pages : 1403 pages
Book Rating : 4.8/5 (115 download)
Download or read book Soft Computing: Theories and Applications written by Millie Pant and published by Springer Nature. This book was released on 2020-02-24 with total page 1403 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on soft computing and its applications to solve real-world problems in different domains, ranging from medicine and health care, to supply chain management, image processing and cryptanalysis. It includes high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2018), organized by Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, Punjab, India. Offering significant insights into soft computing for teachers and researchers alike, the book inspires more researchers to work in the field of soft computing.
Author : Christoph Molnar
Publisher : Lulu.com
ISBN 13 : 0244768528
Total Pages : 320 pages
Book Rating : 4.2/5 (447 download)
Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
