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Author: Javier Cabrera Publisher: Springer Science & Business Media ISBN: 1475736630 Category : Mathematics Languages : en Pages : 397
Book Description
This book is intended for the statistician or student interested in becoming a statistical consultant, as well as clients who need to understand what is involved in the consulting process. It discusses different consulting environments, provides detailed descriptions of communication skills a consultant must possess, and provides concrete examples and case-studies of varying complexity. Emphasis is placed on the importance of engaging the client's understanding of the purpose and interpretation of statistical procedures.
Author: Javier Cabrera Publisher: Springer Science & Business Media ISBN: 1475736630 Category : Mathematics Languages : en Pages : 397
Book Description
This book is intended for the statistician or student interested in becoming a statistical consultant, as well as clients who need to understand what is involved in the consulting process. It discusses different consulting environments, provides detailed descriptions of communication skills a consultant must possess, and provides concrete examples and case-studies of varying complexity. Emphasis is placed on the importance of engaging the client's understanding of the purpose and interpretation of statistical procedures.
Author: Janice Derr Publisher: Brooks/Cole ISBN: 9780534362287 Category : Mathematics Languages : en Pages : 200
Book Description
Dr. Janice Derr covers all aspects of statistical consulting. Using text and video, she integrates three themes that form the perspective of the book. First, a statistician should treat each client as a potential collaborator. Second, diversity must be appreciated. Students will see a variety of cultures, styles of communication and negotiation, and learning preferences in the book. Third, experienced statisticians and clients must work together in the process of training statistical consultants. On the CD-ROM, video segments bring the material to life and cover each aspect of statistical consulting by demonstrating good and bad techniques.
Author: David Kremelberg Publisher: SAGE Publications ISBN: 150631791X Category : Social Science Languages : en Pages : 529
Book Description
Making statistics—and statistical software—accessible and rewarding This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in IBM® SPSS® Statistics, Stata, and other programs. Author David Kremelberg begins his user-friendly text by covering charts and graphs through regression, time-series analysis, and factor analysis. He provides a background of the method, then explains how to run these tests in IBM SPSS and Stata. He then progresses to more advanced kinds of statistics such as HLM and SEM, where he describes the tests and explains how to run these tests in their appropriate software including HLM and AMOS. This is an invaluable guide for upper-level undergraduate and graduate students across the social and behavioral sciences who need assistance in understanding the various statistical packages.
Author: Frederick Ruland Publisher: ISBN: 9781072665854 Category : Languages : en Pages : 48
Book Description
Note: There is now a newer book, "Hints for the New Statistical Consultant," which includes most of the material in this book. This book is written for individuals with a degree in statistics or closely related field who think they may be interested in statistical consulting, but have little or no experience (which in the beginning, none of us have). There are books which focus on communicating with the client, methods of analysis, and the financial aspects of the consulting business. This book simply offers a few tips that, hopefully, will help in understanding the researcher's data, in order to answer the questions that are asked or perhaps should have been asked. There is no substitute for experience, but there are things you can do, which should help, while you are gaining that experience.
Author: Jagdish S. Rustagi Publisher: Academic Press ISBN: 1483260801 Category : Reference Languages : en Pages : 565
Book Description
Teaching of Statistics and Statistical Consulting is a collection of papers dealing with graduate programs in statistics; teaching service courses and short courses; and training statisticians for employment in industry and government. Some papers also deal with the role of statistical consulting in graduate training and teaching statistics at the Open University. One paper describes some observations made on graduate program in statistics, citing concerns of professionalism, competency, and a highly structured university curriculum. Another paper takes a task analysis approach to designing a regression analysis course where, with proper course structuring, students will actively learn to do the objectives of the course. Other papers discuss consulting and research work at the Australian Government's research organization, as well as how to prepare statisticians for future government service or for the private industry. One paper deals with some important things that a practicing statistician should know, but which are seldom taught in statistics courses. Another paper describes teaching statistics at a distance from the Open University in the United Kingdom. The collection can prove helpful for academic statisticians in educational institutions, to statisticians, or to mathematicians employed in the public or private sectors.
Author: Bradley P. Carlin Publisher: CRC Press ISBN: 9781584886983 Category : Mathematics Languages : en Pages : 552
Book Description
Broadening its scope to nonstatisticians, Bayesian Methods for Data Analysis, Third Edition provides an accessible introduction to the foundations and applications of Bayesian analysis. Along with a complete reorganization of the material, this edition concentrates more on hierarchical Bayesian modeling as implemented via Markov chain Monte Carlo (MCMC) methods and related data analytic techniques. New to the Third Edition New data examples, corresponding R and WinBUGS code, and homework problems Explicit descriptions and illustrations of hierarchical modeling—now commonplace in Bayesian data analysis A new chapter on Bayesian design that emphasizes Bayesian clinical trials A completely revised and expanded section on ranking and histogram estimation A new case study on infectious disease modeling and the 1918 flu epidemic A solutions manual for qualifying instructors that contains solutions, computer code, and associated output for every homework problem—available both electronically and in print Ideal for Anyone Performing Statistical Analyses Focusing on applications from biostatistics, epidemiology, and medicine, this text builds on the popularity of its predecessors by making it suitable for even more practitioners and students.
Author: Deborah G. Mayo Publisher: Cambridge University Press ISBN: 1108563309 Category : Mathematics Languages : en Pages : 503
Book Description
Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification.
Author: Shelemyahu Zacks Publisher: Springer Nature ISBN: 3030394344 Category : Mathematics Languages : en Pages : 217
Book Description
This monograph highlights the connection between the theoretical work done by research statisticians and the impact that work has on various industries. Drawing on decades of experience as an industry consultant, the author details how his contributions have had a lasting impact on the field of statistics as a whole. Aspiring statisticians and data scientists will be motivated to find practical applications for their knowledge, as they see how such work can yield breakthroughs in their field. Each chapter highlights a consulting position the author held that resulted in a significant contribution to statistical theory. Topics covered include tracking processes with change points, estimating common parameters, crossing fields with absorption points, military operations research, sampling surveys, stochastic visibility in random fields, reliability analysis, applied probability, and more. Notable advancements within each of these topics are presented by analyzing the problems facing various industries, and how solving those problems contributed to the development of the field. The Career of a Research Statistician is ideal for researchers, graduate students, or industry professionals working in statistics. It will be particularly useful for up-and-coming statisticians interested in the promising connection between academia and industry.
Author: Javier Cabrera
Author: Javier Cabrera
Author: Janice Derr
Author: James R. Boen
Author: David Kremelberg
Author: Frederick Ruland
Author: Jagdish S. Rustagi
Author: Bradley P. Carlin
Author: Wayne A. Taylor
Author: Deborah G. Mayo
Author: Shelemyahu Zacks