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Nonparametric Statistics for Non-Statisticians
  • Language: en
  • Pages: 199

Nonparametric Statistics for Non-Statisticians

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...

Nonparametric Statistics
  • Language: en
  • Pages: 288

Nonparametric Statistics

“...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.

Workshop Statistics
  • Language: en
  • Pages: 704

Workshop Statistics

This book focuses on probability and the Bayesian viewpoint. It presents basic material on probability and then introduces inference by means of Bayes'rule. The emphasis is on statistical thinking and how one learns from data. The objective is to present the basic tenets of statistical inference. Unique in its format, the text allows students to discover statistical concepts, explore statistical principles, and apply statistical techniques. In addition to the numerous activities and exercises around which the text is built, the book includes a basic text exposition for each topic, and data appendices.

Biostatistics
  • Language: en
  • Pages: 720

Biostatistics

The ability to analyze and interpret enormous amounts of data has become a prerequisite for success in allied healthcare and the health sciences. Now in its 11th edition, Biostatistics: A Foundation for Analysis in the Health Sciences continues to offer in-depth guidance toward biostatistical concepts, techniques, and practical applications in the modern healthcare setting. Comprehensive in scope yet detailed in coverage, this text helps students understand—and appropriately use—probability distributions, sampling distributions, estimation, hypothesis testing, variance analysis, regression, correlation analysis, and other statistical tools fundamental to the science and practice of medic...

Contemporary Approaches to the Study of Pain
  • Language: en

Contemporary Approaches to the Study of Pain

  • Type: Book
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  • Published: 2023-06-10
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  • Publisher: Humana

This volume contains experimental approaches that are currently revolutionizing our understanding of the neurobiology of pain. The chapters cover many cutting-edge methods including the identification of gene expression profiles, transcriptomes or translatomes, from individual cells or defined groups of cells in rodents and primates; the electrophysiological investigation of human tissues, such as human dorsal root ganglion neurons; ways to assess modality response profiles of neurons using calcium imaging in vitro and in vivo; and somatosensory behaviors in rodents using high-speed videography and machine learning. In the Neuromethods series style, the chapters include detailed advice from specialists to obtain successful results in your laboratory. Cutting-edge and comprehensive, Contemporary Approaches to the Study of Pain: From Molecules to Neural Networks is a valuable resource for scientists and researchers interested in making impactful contributions to our understanding of pain.

Statistics and Causality
  • Language: en
  • Pages: 452

Statistics and Causality

b”STATISTICS AND CAUSALITYA one-of-a-kind guide to identifying and dealing with modern statistical developments in causality Written by a group of well-known experts, Statistics and Causality: Methods for Applied Empirical Research focuses on the most up-to-date developments in statistical methods in respect to causality. Illustrating the properties of statistical methods to theories of causality, the book features a summary of the latest developments in methods for statistical analysis of causality hypotheses. The book is divided into five accessible and independent parts. The first part introduces the foundations of causal structures and discusses issues associated with standard mechanis...

Advanced Statistics with Applications in R
  • Language: en
  • Pages: 880

Advanced Statistics with Applications in R

Advanced Statistics with Applications in R fills the gap between several excellent theoretical statistics textbooks and many applied statistics books where teaching reduces to using existing packages. This book looks at what is under the hood. Many statistics issues including the recent crisis with p-value are caused by misunderstanding of statistical concepts due to poor theoretical background of practitioners and applied statisticians. This book is the product of a forty-year experience in teaching of probability and statistics and their applications for solving real-life problems. There are more than 442 examples in the book: basically every probability or statistics concept is illustrate...

Methods for Meta-Analysis in Medical Research
  • Language: en
  • Pages: 360

Methods for Meta-Analysis in Medical Research

Major text including chapters on the following: defining outcome measures; assessing heterogeneity; using fixed effects methods and random effects models for combining study estimates; publication bias.

Causal Inference in Statistics
  • Language: en
  • Pages: 162

Causal Inference in Statistics

CAUSAL INFERENCE IN STATISTICS A Primer Causality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written about the exploding arsenal of methods that can tease causal information from data. Causal Inference in Statistics fills that gap. Using simple examples and plain language, the book lays out how to define causal parameters; the assumptions necessary to estimate causal parameters in a variety of sit...

The Routledge Handbook of Youth Physical Activity
  • Language: en

The Routledge Handbook of Youth Physical Activity

  • Type: Book
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  • Published: 2022-08-29
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  • Publisher: Routledge

The Routledge Handbook of Pediatric Physical Activity surveys many issues facing this field. It helps to develop an understanding of the underlying issues related to pediatric physical activity as well as the role physical activity plays on cognitive, psychomotor, and social aspects of childhood.