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A Primer On Nonparametric Analysis Volume I
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Book Synopsis A Primer on Nonparametric Analysis, Volume I by : Shahdad Naghshpour
Download or read book A Primer on Nonparametric Analysis, Volume I written by Shahdad Naghshpour and published by Business Expert Press. This book was released on 2016-08-18 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonparametric statistics provide a scientific methodology for cases where customary statistics are not applicable. Nonparametric statistics are used when the requirements for parametric analysis fail, such as when data are not normally distributed or the sample size is too small. The method provides an alternative for such cases and is often nearly as powerful as parametric statistics. Another advantage of nonparametric statistics is that it offers analytical methods that are not available otherwise. Nonparametric methods are intuitive and simple to comprehend, which helps researchers in the social sciences understand the methods in spite of lacking mathematical rigor needed in analytical methods customarily used in science. This book is a methodology book and bypasses theoretical proofs while providing comprehensive explanations of the logic behind the methods and ample examples, which are all solved using direct computations as well as by using Stata. It is arranged into two integrated volumes. Although each volume, and for that matter each chapter, can be used separately, it is advisable to read as much of both volumes as possible; because familiarity with what is applicable for different problems will enhance capabilities.
Book Synopsis A Primer on Nonparametric Analysis, Volume II by : Shahdad Naghshpour
Download or read book A Primer on Nonparametric Analysis, Volume II written by Shahdad Naghshpour and published by Business Expert Press. This book was released on 2016-08-18 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonparametric statistics provide a scientific methodology for cases where customary statistics are not applicable. Nonparametric statistics are used when the requirements for parametric analysis fail, such as when data are not normally distributed or the sample size is too small. The method provides an alternative for such cases and is often nearly as powerful as parametric statistics. Another advantage of nonparametric statistics is that it offers analytical methods that are not available otherwise. Nonparametric methods are intuitive and simple to comprehend, which helps researchers in the social sciences understand the methods in spite of lacking mathematical rigor needed in analytical methods customarily used in science. This book is a methodology book and bypasses theoretical proofs while providing comprehensive explanations of the logic behind the methods and ample examples, which are all solved using direct computations as well as by using Stata. It is arranged into two integrated volumes. Although each volume, and for that matter each chapter, can be used separately, it is advisable to read as much of both volumes as possible; because familiarity with what is applicable for different problems will enhance capabilities.
Book Synopsis A Primer on Nonparametric Analysis by : Shahdad Naghshpour
Download or read book A Primer on Nonparametric Analysis written by Shahdad Naghshpour and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Nonparametric Statistics by : Gregory W. Corder
Download or read book Nonparametric Statistics written by Gregory W. Corder and published by John Wiley & Sons. This book was released on 2014-04-14 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: “...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.
Book Synopsis Practical Nonparametric Statistics by : W. J. Conover
Download or read book Practical Nonparametric Statistics written by W. J. Conover and published by . This book was released on 1980-09-17 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability theory; Statistical inference; Some tests based on the binomial distribution; Contingency tables; Some methods based on ranks; Statistics of the koolmogorov-smirnov type.
Book Synopsis Nonparametric Statistics for Non-Statisticians by : Gregory W. Corder
Download or read book Nonparametric Statistics for Non-Statisticians written by Gregory W. Corder and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 follows the same comprehensive format, beginning with a general introduction to the particular topic and a list of main learning objectives. A nonparametric procedure is then presented and accompanied by context-based examples that are outlined in a step-by-step fashion. Next, SPSS® screen captures are used to demonstrate how to perform and recognize the steps in the various procedures. Finally, the authors identify and briefly describe actual examples of corresponding nonparametric tests from diverse fields. Using this organized structure, the book outlines essential skills for the application of nonparametric statistical methods, including how to: Test data for normality and randomness Use the Wilcoxon signed rank test to compare two related samples Apply the Mann-Whitney U test to compare two unrelated samples Compare more than two related samples using the Friedman test Employ the Kruskal-Wallis H test to compare more than two unrelated samples Compare variables of ordinal or dichotomous scales Test for nominal scale data A detailed appendix provides guidance on inputting and analyzing the presented data using SPSS®, and supplemental tables of critical values are provided. In addition, the book's FTP site houses supplemental data sets and solutions for further practice. Extensively classroom tested, Nonparametric Statistics for Non-Statisticians is an ideal book for courses on nonparametric statistics at the upper-undergraduate and graduate levels. It is also an excellent reference for professionals and researchers in the social, behavioral, and health sciences who seek a review of nonparametric methods and relevant applications.
Book Synopsis Nonparametric Inference by : Z. Govindarajulu
Download or read book Nonparametric Inference written by Z. Govindarajulu and published by World Scientific. This book was released on 2007 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a solid foundation on nonparametric inference for students taking a graduate course in nonparametric statistics and serves as an easily accessible source for researchers in the area.With the exception of some sections requiring familiarity with measure theory, readers with an advanced calculus background will be comfortable with the material.
Book Synopsis The Modern Caribbean Economy, Volume I by : Nikolaos Karagiannis
Download or read book The Modern Caribbean Economy, Volume I written by Nikolaos Karagiannis and published by Business Expert Press. This book was released on 2016-09-16 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Caribbean economies have been faced with mounting challenges arising from the increasing pace of economic globalization. The financial crisis of 2007 further exacerbated economic instability due to high foreign debt, lack of competitiveness, declining productivity, and high unemployment and underemployment. This in turn has precipitated increasing social and environmental problems, including poverty, inequality, crime and violence, and environmental degradation, all of which require new perspectives and policy approaches for transformative change and sustainable development. In this two volume multidisciplinary edited book The Modern Caribbean Economy, Volume I provides scholars and practitioners with alternative theoretical perspectives and concrete policy recommendations, while Volume II discusses economic, industrial, and social problems facing the Caribbean along with pragmatic proposals to successfully deal with these, while building local resilience and enhancing institutional strength in the region.
Book Synopsis Nonparametric Statistics for Applied Research by : Jared A. Linebach
Download or read book Nonparametric Statistics for Applied Research written by Jared A. Linebach and published by Springer Science & Business Media. This book was released on 2013-11-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-parametric methods are widely used for studying populations that take on a ranked order (such as movie reviews receiving one to four stars). The use of non-parametric methods may be necessary when data have a ranking but no clear numerical interpretation, such as when assessing preferences. In terms of levels of measurement, non-parametric methods result in "ordinal" data. As non-parametric methods make fewer assumptions, their applicability is much wider than the corresponding parametric methods. In particular, they may be applied in situations where less is known about the application in question. Also, due to the reliance on fewer assumptions, non-parametric methods are more robust. Non-parametric methods have many popular applications, and are widely used in research in the fields of the behavioral sciences and biomedicine. This is a textbook on non-parametric statistics for applied research. The authors propose to use a realistic yet mostly fictional situation and series of dialogues to illustrate in detail the statistical processes required to complete data analysis. This book draws on a readers existing elementary knowledge of statistical analyses to broaden his/her research capabilities. The material within the book is covered in such a way that someone with a very limited knowledge of statistics would be able to read and understand the concepts detailed in the text. The “real world” scenario to be presented involves a multidisciplinary team of behavioral, medical, crime analysis, and policy analysis professionals work together to answer specific empirical questions regarding real-world applied problems. The reader is introduced to the team and the data set, and through the course of the text follows the team as they progress through the decision making process of narrowing the data and the research questions to answer the applied problem. In this way, abstract statistical concepts are translated into concrete and specific language. This text uses one data set from which all examples are taken. This is radically different from other statistics books which provide a varied array of examples and data sets. Using only one data set facilitates reader-directed teaching and learning by providing multiple research questions which are integrated rather than using disparate examples and completely unrelated research questions and data.
Book Synopsis R Primer, Second Edition by : Claus Thorn Ekstrom
Download or read book R Primer, Second Edition written by Claus Thorn Ekstrom and published by CRC Press. This book was released on 2017-02-24 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software. This new edition adds coverage of R Studio and reproducible research.
Book Synopsis Efficiency Analysis by : Subal Kumbhakar
Download or read book Efficiency Analysis written by Subal Kumbhakar and published by Now Publishers. This book was released on 2014-12-19 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Efficiency Analysis details the important econometric area of efficiency estimation, both past approaches as well as new methodology. There are two main camps in efficiency analysis: that which estimates maximal output and attributes all departures from this as inefficiency, known as Data Envelopment Analysis (DEA), and that which allows for both unobserved variation in output due to shocks and measurement error as well as inefficiency, known as Stochastic Frontier Analysis (SFA). This volume focuses exclusively on SFA. The econometric study of efficiency analysis typically begins by constructing a convoluted error term that is composed on noise, shocks, measurement error, and a one-sided shock called inefficiency. Early in the development of these methods, attention focused on the proposal of distributional assumptions which yielded a likelihood function whereby the parameters of the distributional components of the convoluted error could be recovered. The field evolved to the study of individual specific efficiency scores and the extension of these methods to panel data. Recently, attention has focused on relaxing the stringent distributional assumptions that are commonly imposed, relaxing the functional form assumptions commonly placed on the underlying technology, or some combination of both. All told exciting and seminal breakthroughs have occurred in this literature, and reviews of these methods are needed to effectively detail the state of the art. The generality of SFA is such that the study of efficiency has gone beyond simple application of frontier methods to study firms and appears across a diverse set of applied milieus. This review should appeal to those outside of the efficiency literature seeking to learn about new methods which might assist them in uncovering phenomena in their applied area of interest.
Book Synopsis The Modern Caribbean Economy, Volume II by : Nikolaos Karagiannis
Download or read book The Modern Caribbean Economy, Volume II written by Nikolaos Karagiannis and published by Business Expert Press. This book was released on 2016-09-16 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Caribbean economies have been faced with mounting challenges arising from the increasing pace of economic globalization. The financial crisis of 2007 further exacerbated economic instability due to high foreign debt, lack of competitiveness, declining productivity, and high unemployment and underemployment. This in turn has precipitated increasing social and environmental problems, including poverty, inequality, crime and violence, and environmental degradation, all of which require new perspectives and policy approaches for transformative change and sustainable development. In this two volume multidisciplinary edited book The Modern Caribbean Economy, Volume I provides scholars and practitioners with alternative theoretical perspectives and concrete policy recommendations, while Volume II discusses economic, industrial, and social problems facing the Caribbean along with pragmatic proposals to successfully deal with these, while building local resilience and enhancing institutional strength in the region.
Book Synopsis Money and Banking, Second Edition by : William D. Gerdes
Download or read book Money and Banking, Second Edition written by William D. Gerdes and published by Business Expert Press. This book was released on 2017-02-28 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: Let's learn about money! Money is a market phenomenon. It originated as a spontaneous social institution, and its use is still inextricably tied to market exchange. Therefore, the analysis of money occurs in a market setting. Use of monetary systems and a market setting as the underlying parameters ideally positions the reader to examine money in its various uses: as a medium of exchange, in credit markets, and as an instrument of monetary policy. Professor Gerdes believes that the study of money should commence at the most general level. Consequently, this book is anchored in the context of monetary systems (commodity, fiduciary, and fiat monies). This gives readers a very broad perspective-helping readers understand, for example, how the money used today differs from money used in the past, or how current money relates to money discovered by anthropologists in isolated subcultures. This book is perfect for courses in traditional money and banking courses, as well as undergraduate courses in monetary theory as well as sourcebook on money for business professionals.
Book Synopsis A Primer for Unit Root Testing by : K. Patterson
Download or read book A Primer for Unit Root Testing written by K. Patterson and published by Springer. This book was released on 2010-03-31 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives an authoritative overview of the literature on non-stationarity, integration and unit roots, providing direction and guidance. It also provides detailed examples to show how the techniques can be applied in practical situations and the pitfalls to avoid.
Book Synopsis Recent Advances and Trends in Nonparametric Statistics by : M.G. Akritas
Download or read book Recent Advances and Trends in Nonparametric Statistics written by M.G. Akritas and published by Elsevier. This book was released on 2003-10-31 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of high-speed, affordable computers in the last two decades has given a new boost to the nonparametric way of thinking. Classical nonparametric procedures, such as function smoothing, suddenly lost their abstract flavour as they became practically implementable. In addition, many previously unthinkable possibilities became mainstream; prime examples include the bootstrap and resampling methods, wavelets and nonlinear smoothers, graphical methods, data mining, bioinformatics, as well as the more recent algorithmic approaches such as bagging and boosting. This volume is a collection of short articles - most of which having a review component - describing the state-of-the art of Nonparametric Statistics at the beginning of a new millennium. Key features: . algorithic approaches . wavelets and nonlinear smoothers . graphical methods and data mining . biostatistics and bioinformatics . bagging and boosting . support vector machines . resampling methods
Book Synopsis Advances and Challenges of Non-Invasive Brain Stimulation in Age-Related Neurodegenerative Diseases by : Yi Guo
Download or read book Advances and Challenges of Non-Invasive Brain Stimulation in Age-Related Neurodegenerative Diseases written by Yi Guo and published by Frontiers Media SA. This book was released on 2022-06-30 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis How the Information Revolution Remade Business and the Economy by : Apek Mulay
Download or read book How the Information Revolution Remade Business and the Economy written by Apek Mulay and published by Business Expert Press. This book was released on 2016-12-08 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tremendous technological progress in the last half century has exponentially grown productivity as well as increased automation to reduce the costs of operation for businesses. On one hand, ever-growing productivity has reduced requirements for manual labor through automation. But, on other hand, huge unemployment created from reduction of workforce due to automaÂtion, has reduced the consumer purchasing power and is indirectly hurting the Return on Investments (RoI). This brings any further progress of technology to a standstill. For technology to progress both supply and demand have to grow. The supply comes from producÂtivity of workforce and demand comes from their wages. Hence, free markets must ensure that wages automatically catch up with ever-growing productivity, with minimal government inÂtervention. To avoid automation from destroying jobs in an economy, free markets should ensure that working hours of workforce be reduced during the waning phase of economy and increased during its waxing phase.
