Data Analysis With Small Samples And Non Normal Data
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Data Analysis With Small Samples And Non Normal Data
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Author : Carl F. Siebert
language : en
Publisher: Oxford University Press
Release Date : 2018
Data Analysis With Small Samples And Non Normal Data written by Carl F. Siebert and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Education categories.
Introduction to nonparametrics -- Analyzing single variables and single groups -- Comparing two or more independent groups -- Comparing two or more related groups -- Predicting with multiple independent variables -- Appendix -- Index
Data Analysis With Small Samples And Non Normal Data
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Author : Carl F. Siebert
language : en
Publisher: Oxford University Press
Release Date : 2017-08-22
Data Analysis With Small Samples And Non Normal Data written by Carl F. Siebert and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-22 with Social Science categories.
In social sciences, education, and public health research, researchers often conduct small pilot studies (or may have planned for a larger sample but lost too many cases due to attrition or missingness), leaving them with a smaller sample than they expected and thus less power for their statistical analyses. Similarly, researchers may find that their data are not normally distributed -- especially in clinical samples -- or that the data may not meet other assumptions required for parametric analyses. In these situations, nonparametric analytic strategies can be especially useful, though they are likely unfamiliar. A clearly written reference book, Data Analysis with Small Samples and Non-Normal Data offers step-by-step instructions for each analytic technique in these situations. Researchers can easily find what they need, matching their situation to the case-based scenarios that illustrate the many uses of nonparametric strategies. Unlike most statistics books, this text is written in straightforward language (thereby making it accessible for nonstatisticians) while providing useful information for those already familiar with nonparametric tests. Screenshots of the software and output allow readers to follow along with each step of an analysis. Assumptions for each of the tests, typical situations in which to use each test, and descriptions of how to explain the findings in both statistical and everyday language are all included for each nonparametric strategy. Additionally, a useful companion website provides SPSS syntax for each test, along with the data set used for the scenarios in the book. Researchers can use the data set, following the steps in the book, to practice each technique before using it with their own data. Ultimately, the many helpful features of this book make it an ideal long-term reference for researchers to keep in their personal libraries.
Introduction To Robust Estimation And Hypothesis Testing
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Author : Rand R. Wilcox
language : en
Publisher: Academic Press
Release Date : 2011-12-14
Introduction To Robust Estimation And Hypothesis Testing written by Rand R. Wilcox and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-14 with Mathematics categories.
This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations. Introduction to Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables. - Covers latest developments in robust regression - Covers latest improvements in ANOVA - Includes newest rank-based methods - Describes and illustrated easy to use software
Six Sigma For Powerful Improvement
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Author : Charles T. Carroll
language : en
Publisher: CRC Press
Release Date : 2013-05-09
Six Sigma For Powerful Improvement written by Charles T. Carroll and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-09 with Business & Economics categories.
Although the Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) methodology is a widely accepted tool for achieving efficient management of all aspects of operations, there are still many unwarranted concerns about its perceived complexity and implementation costs. Dispelling these myths, Six Sigma for Powerful Improvement: A Green Belt DMAIC Training System with Software Tools and a 25-Lesson Course clarifies the long-accepted statistical and logical processes of Six Sigma and provides you with tools you can use again and again in your own "real world" projects—removing any doubts regarding their simplicity and "doability.". Not only does the book provide you with reasons for using the tools, it reveals the underlying doctrines, formulas, and steps required. Although the tools and techniques presented are specifically associated with the DMAIC philosophy, they are applicable across a wide range of management and improvement scenarios. Explaining Six Sigma processes in language that's easy to understand, the book starts with an overview, followed by specific techniques and procedures. It presents detailed, illustrated lesson segments that include an agenda, roadmap, objectives, and a list of takeaway concepts. It also: Provides seven separate Excel tool templates—each with its own user guide and additional smaller tools Presents completed Excel sample workbooks for each tool to facilitate your comprehension and utilization confidence Includes a CD with a PowerPoint-based DMAIC training course, the aforementioned Excel-based Six Sigma tools and workbooks, and extensive instructor’s notes embedded in each lesson Trained as and employed as a Black Belt and later as a Master Black Belt, the author presents doctrines and procedures with a strong pedigree and history of success. The book uses hundreds of figures and tables to illustrate key concepts and also makes them available in full-color on the accompanying CD. This is also true of the figures in the user guides that document the accompanying tools. For each of the tools, the book includes a completed sample workbook. The PowerPoint and Excel lessons and tools are provided in both 2007 and 97-2003 versions.
Structural Equation Models
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Author : J. Christopher Westland
language : en
Publisher: Springer
Release Date : 2019-04-05
Structural Equation Models written by J. Christopher Westland and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-05 with Computers categories.
This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEM’s development in its proper historical context–essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEM’s ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.
The Concise Encyclopedia Of Statistics
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Author : Yadolah Dodge
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-04-15
The Concise Encyclopedia Of Statistics written by Yadolah Dodge and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-15 with Mathematics categories.
The Concise Encyclopedia of Statistics presents the essential information about statistical tests, concepts, and analytical methods in language that is accessible to practitioners and students of the vast community using statistics in medicine, engineering, physical science, life science, social science, and business/economics. The reference is alphabetically arranged to provide quick access to the fundamental tools of statistical methodology and biographies of famous statisticians. The more than 500 entries include definitions, history, mathematical details, limitations, examples, references, and further readings. All entries include cross-references as well as the key citations. The back matter includes a timeline of statistical inventions. This reference will be an enduring resource for locating convenient overviews about this essential field of study.
Mastering Oral And Maxillofacial Surgery
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Author : Abdul Ahmed
language : en
Publisher: CRC Press
Release Date : 2025-09-01
Mastering Oral And Maxillofacial Surgery written by Abdul Ahmed and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-01 with Medical categories.
Final membership exams can be a significant challenge for trainees, particularly with the increasing prevalence of single best answer (SBA) components. Many candidates struggle with this format due to a lack of targeted resources aligned with the oral and maxillofacial surgery syllabus. This essential revision tool bridges that gap, providing expertly curated SBA practice questions designed to enhance understanding and refine exam technique. Compiled and reviewed by leading experts renowned for their excellence in teaching and research and supported by leading AI technology, this book offers a structured approach to exam preparation. Covering key topics across oral and maxillofacial surgery, it also provides valuable insights for professionals in related specialties, including dentistry, plastic surgery, ENT, and emergency medicine. Mastering Oral & Maxillofacial Surgery: A Comprehensive SBA Exam Guide includes dedicated sections on head and neck surgery, facial aesthetics, cleft lip and palate, and advanced oral surgery techniques. This resource is tailored to both trainees and experienced surgeons looking to expand their expertise.
Beginner S Guide For Data Analysis Using R Programming
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Author : Jeeva Jose
language : en
Publisher: KHANNA PUBLISHING HOUSE
Release Date :
Beginner S Guide For Data Analysis Using R Programming written by Jeeva Jose and has been published by KHANNA PUBLISHING HOUSE this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
R programming is an efficient tool for statistical analysis of data. Data science has become critical to each field and the popularity of R is skyrocketing. Organization as large and diverse as Google, Facebook, Microsoft, Bank of America, Ford Motor Company, Mozilla, Thomas Cook, The New York Times, The National Weather Service, Twitter, ANZ Bank, Uber, Airbnb etc . have turned to R for reporting, analyzing and visualization of data, this book is for students and professionals of Mathematics, Statistics, Physics, Chemistry, Biology, Social Science and Medicine, Business, Engineering, Software, Information Technology, Sales, Bio Informatics, Pharmacy and any one, where data needs to be analyzed and represented graphically.
Comprehensive Healthcare Simulation Pharmacy Education Practice And Research
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Author : Yaser Mohammed Al-Worafi
language : en
Publisher: Springer Nature
Release Date : 2023-07-27
Comprehensive Healthcare Simulation Pharmacy Education Practice And Research written by Yaser Mohammed Al-Worafi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-27 with Medical categories.
This book provides comprehensive information about simulation in pharmacy education, practice and research. It serves as a source for guiding pharmacy academics, clinicians, researchers, supervisors, trainers, and students who wish to learn more about and introduce simulation in pharmacy education, practice and research. Furthermore, this book describes the current practice, the facilitators and barriers for implementing evidence-based simulation, and provides examples from real simulation practice in education, practice and research. Structured into three sections, the first delves into the different types of simulation and their applications within pharmacy curricula. From patient simulation to computer-based programs, this section highlights the diverse opportunities for experiential learning in pharmacy education. The next discusses the role of simulation in community and hospital pharmacy settings. This section emphasizes the importance of communication skills, patient care, and medication safety, demonstrating how simulation can contribute to improved practice and patient outcomes. The last section explores the use of simulation in drug development and research design. This section also examines the ethical considerations, data analysis, and reporting involved in simulation-based research. Comprehensive and practical, Comprehensive Healthcare Simulation: Pharmacy Education, Practice and Research is an essential resource for anyone interested in the expanding field of pharmacy simulation.
Developmental Psychopathology Theory And Method
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Author : Dante Cicchetti
language : en
Publisher: John Wiley & Sons
Release Date : 2015-12-22
Developmental Psychopathology Theory And Method written by Dante Cicchetti and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-22 with Psychology categories.
The seminal reference for the latest research in developmental psychopathology Developmental Psychopathology is a four-volume compendium of the most complete and current research on every aspect of the field. Volume One: Theory and Method focuses on the theoretical and empirical work that has contributed to dramatic advancements in understanding of child and adult development, including findings in the areas of genetics and neurobiology, as well as social and contextual factors. Now in its third edition, this comprehensive reference has been fully updated to reflect the current state of the field and its increasingly multilevel and interdisciplinary nature and the increasing importance of translational research. Contributions from expert researchers and clinicians provide insight into how multiple levels of analysis may influence individual differences, the continuity or discontinuity of patterns, and the pathways by which the same developmental outcomes may be achieved. Advances in developmental psychopathology have burgeoned since the 2006 publication of the second edition ten years ago, and keeping up on the latest findings in multiple avenues of investigation can be burdensome to the busy professional and researcher from psychology and related fields. This reference solves the problem by collecting the best of the best, as edited by Dante Cicchetti, a recognized leader in the field, into one place, with a logical organization designed for easy reference. Get up to date on the latest research from the field Explore new models, emerging theory, and innovative approaches Learn new technical analysis and research design methods Understand the impact of life stage on mental health The complexity of a field as diverse as developmental psychopathology deepens with each emerging theory and new area of study, as made obvious by the exciting findings coming out of institutions and clinics around the world. Developmental Psychopathology Volume One: Theory and Method brings these findings together into a cohesive, broad-reaching reference.