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Testing Statistical Assumptions in Research, J. P. Verma, Abdel–Salam G. Abdel–Salam


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Автор: J. P. Verma, Abdel–Salam G. Abdel–Salam   (Дж.П. Верма)
Название:  Testing Statistical Assumptions in Research
Перевод названия: Дж.П. Верма: Проверка статистических допущений в исследованиях
ISBN: 9781119528418
Издательство: Wiley
Классификация:
ISBN-10: 1119528410
Обложка/Формат: Hardback
Страницы: 224
Вес: 0.51 кг.
Дата издания: 14.06.2019
Серия: Mathematics
Язык: English
Размер: 159 x 236 x 13
Читательская аудитория: Professional & vocational
Ключевые слова: Mathematics
Основная тема: Mathematics
Ссылка на Издательство: Link
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Поставляется из: Англии
Описание:

Comprehensively teaches the basics of testing statistical assumptions in research and the importance in doing so

This book facilitates researchers in checking the assumptions of statistical tests used in their research by focusing on the importance of checking assumptions in using statistical methods, showing them how to check assumptions, and explaining what to do if assumptions are not met.

Testing Statistical Assumptions in Research discusses the concepts of hypothesis testing and statistical errors in detail, as well as the concepts of power, sample size, and effect size. It introduces SPSS functionality and shows how to segregate data, draw random samples, file split, and create variables automatically. It then goes on to cover different assumptions required in survey studies, and the importance of designing surveys in reporting the efficient findings. The book provides various parametric tests and the related assumptions and shows the procedures for testing these assumptions using SPSS software. To motivate readers to use assumptions, it includes many situations where violation of assumptions affects the findings. Assumptions required for different non-parametric tests such as Chi-square, Mann-Whitney, Kruskal Wallis, and Wilcoxon signed-rank test are also discussed. Finally, it looks at assumptions in non-parametric correlations, such as bi-serial correlation, tetrachoric correlation, and phi coefficient.

  • An excellent reference for graduate students and research scholars of any discipline in testing assumptions of statistical tests before using them in their research study
  • Shows readers the adverse effect of violating the assumptions on findings by means of various illustrations
  • Describes different assumptions associated with different statistical tests commonly used by research scholars
  • Contains examples using SPSS, which helps facilitate readers to understand the procedure involved in testing assumptions
  • Looks at commonly used assumptions in statistical tests, such as z, t and F tests, ANOVA, correlation, and regression analysis

Testing Statistical Assumptions in Research is a valuable resource for graduate students of any discipline who write thesis or dissertation for empirical studies in their course works, as well as for data analysts.




Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 9029.00 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Statistical Survey Design and Evaluating Impact

Автор: Roy
Название: Statistical Survey Design and Evaluating Impact
ISBN: 1107146453 ISBN-13(EAN): 9781107146457
Издательство: Cambridge Academ
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Цена: 9186.00 р.
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Описание: Sample surveys are a popular and viable alternative to official statistics and censuses. This book discusses some important methodologies for developing statistical designs, sample surveys and evaluation designs. Solved examples are included to illustrate each technique covered.

Research design and statistical analysis

Автор: Myers, Jerome L
Название: Research design and statistical analysis
ISBN: 0805864318 ISBN-13(EAN): 9780805864311
Издательство: Taylor&Francis
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Цена: 22202.00 р.
Наличие на складе: Нет в наличии.

Описание: This interdisciplinary group of scholars-anthropologists, archaeologists, architects, educators, lawyers, heritage administrators, policy analysts, and consultants-make the first attempt to define and assess heritage values on a local, national and global level. Chapters range from the theoretical to policy frameworks to case studies of heritage practice, written by scholars from eight countries.

Probability Theory and Statistical Inference: Empirical Modeling with Observational Data

Автор: Aris Spanos
Название: Probability Theory and Statistical Inference: Empirical Modeling with Observational Data
ISBN: 1316636372 ISBN-13(EAN): 9781316636374
Издательство: Cambridge Academ
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Цена: 8554.00 р.
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Описание: Doubt over the trustworthiness of published empirical results is often a result of statistical mis-specification or invalid probabilistic assumptions. This course in empirical research methods enables the specification and validation of statistical models, facilitating their informed implementation and giving rise to trustworthy evidence.

Statistical Methods in Food and Consumer Research,

Автор: Maximo C. Gacula, Jr.
Название: Statistical Methods in Food and Consumer Research,
ISBN: 0123737168 ISBN-13(EAN): 9780123737168
Издательство: Elsevier Science
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Цена: 17685.00 р.
Наличие на складе: Поставка под заказ.

Описание: Focuses solely on the statistical techniques used in sensory testing of foods, pharmaceuticals, cosmetics, and other consumer products. This book includes applications of statistical methods. It covers the application of techniques including R-index, the Bayesian approach for sensory differences tests, and preference mapping.

Statistical Research Methods

Автор: Roy Sabo; Edward Boone
Название: Statistical Research Methods
ISBN: 1493945483 ISBN-13(EAN): 9781493945481
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This expert guide to the entire process of data analysis offers non-specialists a user-friendly introduction using real-life examples. It takes readers from hypothesis generation to the techniques involved in writing up their results in manuscript form.

Common Statistical Methods for Clinical Research with SAS Examples, Third Edition

Автор: Walker Glenn a., Shostak Jack
Название: Common Statistical Methods for Clinical Research with SAS Examples, Third Edition
ISBN: 1642953083 ISBN-13(EAN): 9781642953084
Издательство: Неизвестно
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Цена: 29602.00 р.
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Описание: Glenn Walker and Jack Shostak's Common Statistical Methods for Clinical Research with SAS Examples, Third Edition, is a thoroughly updated edition of the popular introductory statistics book for clinical researchers. This new edition has been extensively updated to include the use of ODS graphics in numerous examples as well as a new emphasis on PROC MIXED. Straightforward and easy to use as either a text or a reference, the book is full of practical examples from clinical research to illustrate both statistical and SAS methodology. Each example is worked out completely, step by step, from the raw data.

Common Statistical Methods for Clinical Research with SAS Examples, Third Edition, is an applications book with minimal theory. Each section begins with an overview helpful to nonstatisticians and then drills down into details that will be valuable to statistical analysts and programmers. Further details, as well as bonus information and a guide to further reading, are presented in the extensive appendices. This text is a one-source guide for statisticians that documents the use of the tests used most often in clinical research, with assumptions, details, and some tricks--all in one place.

Statistical Causal Inferences and Their Applications in Public Health Research

Автор: He
Название: Statistical Causal Inferences and Their Applications in Public Health Research
ISBN: 3319412574 ISBN-13(EAN): 9783319412573
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This book compiles and presents new developments in statistical causal inference. The accompanying data and computer programs are publicly available so readers may replicate the model development and data analysis presented in each chapter. In this way, methodology is taught so that readers may implement it directly. The book brings together experts engaged in causal inference research to present and discuss recent issues in causal inference methodological development. This is also a timely look at causal inference applied to scenarios that range from clinical trials to mediation and public health research more broadly. In an academic setting, this book will serve as a reference and guide to a course in causal inference at the graduate level (Master's or Doctorate). It is particularly relevant for students pursuing degrees in statistics, biostatistics, and computational biology. Researchers and data analysts in public health and biomedical research will also find this book to be an important reference.

Statistical Research Methods

Автор: Roy Sabo; Edward Boone
Название: Statistical Research Methods
ISBN: 1461487072 ISBN-13(EAN): 9781461487074
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This expert guide to the entire process of data analysis offers non-specialists a user-friendly introduction using real-life examples. It takes readers from hypothesis generation to the techniques involved in writing up their results in manuscript form.

More Statistical and Methodological Myths and Urban Legends

Автор: Lance Charles E
Название: More Statistical and Methodological Myths and Urban Legends
ISBN: 0415838991 ISBN-13(EAN): 9780415838993
Издательство: Taylor&Francis
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Цена: 7961.00 р.
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Описание: This book provides an up-to-date review of commonly undertaken methodological and statistical practices that are based partially in sound scientific rationale and partially in unfounded lore.

Probability Theory and Statistical Inference: Empirical Modeling with Observational Data

Автор: Aris Spanos
Название: Probability Theory and Statistical Inference: Empirical Modeling with Observational Data
ISBN: 1107185149 ISBN-13(EAN): 9781107185142
Издательство: Cambridge Academ
Рейтинг:
Цена: 16474.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Doubt over the trustworthiness of published empirical results is often a result of statistical mis-specification or invalid probabilistic assumptions. This course in empirical research methods enables the specification and validation of statistical models, facilitating their informed implementation and giving rise to trustworthy evidence.

Multilayer Social Networks

Автор: Dickison
Название: Multilayer Social Networks
ISBN: 1107079497 ISBN-13(EAN): 9781107079496
Издательство: Cambridge Academ
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Цена: 13147.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Multilayer networks are an emerging and active interdisciplinary area. This book unifies and consolidates existing practical and theoretical knowledge on the topic including data collection and analysis, modeling, and mining of multilayer social network systems, and the evolution of dynamic processes such as information spreading.


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