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Handbook Of Univariate And Multivariate Data Analysis And Interpretation With Spss
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Book Synopsis Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS by : Robert Ho
Download or read book Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS written by Robert Ho and published by CRC Press. This book was released on 2006-03-24 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many statistics texts tend to focus more on the theory and mathematics underlying statistical tests than on their applications and interpretation. This can leave readers with little understanding of how to apply statistical tests or how to interpret their findings. While the SPSS statistical software has done much to alleviate the frustrations of s
Book Synopsis Handbook of Univariate and Multivariate Data Analysis with IBM SPSS by : Robert Ho
Download or read book Handbook of Univariate and Multivariate Data Analysis with IBM SPSS written by Robert Ho and published by CRC Press. This book was released on 2013-10-25 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition explains how to apply statistical tests to experimental findings, identify the assumptions underlying the tests, and interpret the findings. This second edition now covers more topics
Book Synopsis Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition by : Robert Ho
Download or read book Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition written by Robert Ho and published by CRC Press. This book was released on 2013-10-25 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition explains how to apply statistical tests to experimental findings, identify the assumptions underlying the tests, and interpret the findings. This second edition now covers more topics and has been updated with the SPSS statistical package for Windows. New to the Second Edition Three new chapters on multiple discriminant analysis, logistic regression, and canonical correlation New section on how to deal with missing data Coverage of tests of assumptions, such as linearity, outliers, normality, homogeneity of variance-covariance matrices, and multicollinearity Discussions of the calculation of Type I error and the procedure for testing statistical significance between two correlation coefficients obtained from two samples Expanded coverage of factor analysis, path analysis (test of the mediation hypothesis), and structural equation modeling Suitable for both newcomers and seasoned researchers in the social sciences, the handbook offers a clear guide to selecting the right statistical test, executing a wide range of univariate and multivariate statistical tests via the Windows and syntax methods, and interpreting the output results. The SPSS syntax files used for executing the statistical tests can be found in the appendix. Data sets employed in the examples are available on the book’s CRC Press web page.
Book Synopsis SPSS Data Analysis for Univariate, Bivariate, and Multivariate Statistics by : Daniel J. Denis
Download or read book SPSS Data Analysis for Univariate, Bivariate, and Multivariate Statistics written by Daniel J. Denis and published by John Wiley & Sons. This book was released on 2018-09-25 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enables readers to start doing actual data analysis fast for a truly hands-on learning experience This concise and very easy-to-use primer introduces readers to a host of computational tools useful for making sense out of data, whether that data come from the social, behavioral, or natural sciences. The book places great emphasis on both data analysis and drawing conclusions from empirical observations. It also provides formulas where needed in many places, while always remaining focused on concepts rather than mathematical abstraction. SPSS Data Analysis for Univariate, Bivariate, and Multivariate Statistics offers a variety of popular statistical analyses and data management tasks using SPSS that readers can immediately apply as needed for their own research, and emphasizes many helpful computational tools used in the discovery of empirical patterns. The book begins with a review of essential statistical principles before introducing readers to SPSS. The book then goes on to offer chapters on: Exploratory Data Analysis, Basic Statistics, and Visual Displays; Data Management in SPSS; Inferential Tests on Correlations, Counts, and Means; Power Analysis and Estimating Sample Size; Analysis of Variance – Fixed and Random Effects; Repeated Measures ANOVA; Simple and Multiple Linear Regression; Logistic Regression; Multivariate Analysis of Variance (MANOVA) and Discriminant Analysis; Principal Components Analysis; Exploratory Factor Analysis; and Non-Parametric Tests. This helpful resource allows readers to: Understand data analysis in practice rather than delving too deeply into abstract mathematical concepts Make use of computational tools used by data analysis professionals. Focus on real-world application to apply concepts from the book to actual research Assuming only minimal, prior knowledge of statistics, SPSS Data Analysis for Univariate, Bivariate, and Multivariate Statistics is an excellent “how-to” book for undergraduate and graduate students alike. This book is also a welcome resource for researchers and professionals who require a quick, go-to source for performing essential statistical analyses and data management tasks.
Book Synopsis Performing Data Analysis Using IBM SPSS by : Lawrence S. Meyers
Download or read book Performing Data Analysis Using IBM SPSS written by Lawrence S. Meyers and published by John Wiley & Sons. This book was released on 2013-08-12 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: Features easy-to-follow insight and clear guidelines to perform data analysis using IBM SPSS® Performing Data Analysis Using IBM SPSS® uniquely addresses the presented statistical procedures with an example problem, detailed analysis, and the related data sets. Data entry procedures, variable naming, and step-by-step instructions for all analyses are provided in addition to IBM SPSS point-and-click methods, including details on how to view and manipulate output. Designed as a user’s guide for students and other interested readers to perform statistical data analysis with IBM SPSS, this book addresses the needs, level of sophistication, and interest in introductory statistical methodology on the part of readers in social and behavioral science, business, health-related, and education programs. Each chapter of Performing Data Analysis Using IBM SPSS covers a particular statistical procedure and offers the following: an example problem or analysis goal, together with a data set; IBM SPSS analysis with step-by-step analysis setup and accompanying screen shots; and IBM SPSS output with screen shots and narrative on how to read or interpret the results of the analysis. The book provides in-depth chapter coverage of: IBM SPSS statistical output Descriptive statistics procedures Score distribution assumption evaluations Bivariate correlation Regressing (predicting) quantitative and categorical variables Survival analysis t Test ANOVA and ANCOVA Multivariate group differences Multidimensional scaling Cluster analysis Nonparametric procedures for frequency data Performing Data Analysis Using IBM SPSS is an excellent text for upper-undergraduate and graduate-level students in courses on social, behavioral, and health sciences as well as secondary education, research design, and statistics. Also an excellent reference, the book is ideal for professionals and researchers in the social, behavioral, and health sciences; applied statisticians; and practitioners working in industry.
Book Synopsis Analysis of Multivariate Social Science Data by : David J. Bartholomew
Download or read book Analysis of Multivariate Social Science Data written by David J. Bartholomew and published by CRC Press. This book was released on 2008-06-04 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the authors' varied experiences working and teaching in the field, Analysis of Multivariate Social Science Data, Second Editionenables a basic understanding of how to use key multivariate methods in the social sciences. With updates in every chapter, this edition expands its topics to include regression analysis, con
Book Synopsis Handbook of Data Analysis by : Melissa A Hardy
Download or read book Handbook of Data Analysis written by Melissa A Hardy and published by SAGE. This book was released on 2009-06-17 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: ′This book provides an excellent reference guide to basic theoretical arguments, practical quantitative techniques and the methodologies that the majority of social science researchers are likely to require for postgraduate study and beyond′ - Environment and Planning ′The book provides researchers with guidance in, and examples of, both quantitative and qualitative modes of analysis, written by leading practitioners in the field. The editors give a persuasive account of the commonalities of purpose that exist across both modes, as well as demonstrating a keen awareness of the different things that each offers the practising researcher′ - Clive Seale, Brunel University ′With the appearance of this handbook, data analysts no longer have to consult dozens of disparate publications to carry out their work. The essential tools for an intelligent telling of the data story are offered here, in thirty chapters written by recognized experts. ′ - Michael Lewis-Beck, F Wendell Miller Distinguished Professor of Political Science, University of Iowa ′This is an excellent guide to current issues in the analysis of social science data. I recommend it to anyone who is looking for authoritative introductions to the state of the art. Each chapter offers a comprehensive review and an extensive bibliography and will be invaluable to researchers wanting to update themselves about modern developments′ - Professor Nigel Gilbert, Pro Vice-Chancellor and Professor of Sociology, University of Surrey This is a book that will rapidly be recognized as the bible for social researchers. It provides a first-class, reliable guide to the basic issues in data analysis, such as the construction of variables, the characterization of distributions and the notions of inference. Scholars and students can turn to it for teaching and applied needs with confidence. The book also seeks to enhance debate in the field by tackling more advanced topics such as models of change, causality, panel models and network analysis. Specialists will find much food for thought in these chapters. A distinctive feature of the book is the breadth of coverage. No other book provides a better one-stop survey of the field of data analysis. In 30 specially commissioned chapters the editors aim to encourage readers to develop an appreciation of the range of analytic options available, so they can choose a research problem and then develop a suitable approach to data analysis.
Book Synopsis Handbook of Parametric and Nonparametric Statistical Procedures, Fifth Edition by : David J. Sheskin
Download or read book Handbook of Parametric and Nonparametric Statistical Procedures, Fifth Edition written by David J. Sheskin and published by CRC Press. This book was released on 2020-06-09 with total page 1927 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following in the footsteps of its bestselling predecessors, the Handbook of Parametric and Nonparametric Statistical Procedures, Fifth Edition provides researchers, teachers, and students with an all-inclusive reference on univariate, bivariate, and multivariate statistical procedures.New in the Fifth Edition:Substantial updates and new material th
Book Synopsis An Introduction to Applied Multivariate Analysis with R by : Brian Everitt
Download or read book An Introduction to Applied Multivariate Analysis with R written by Brian Everitt and published by Springer Science & Business Media. This book was released on 2011-04-23 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data.
Book Synopsis The Analysis and Interpretation of Multivariate Data for Social Scientists by : J.I. Galbraith
Download or read book The Analysis and Interpretation of Multivariate Data for Social Scientists written by J.I. Galbraith and published by CRC Press. This book was released on 2002-02-26 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate analysis is an important tool for social researchers, but the subject is broad and can be quite technical for those with limited mathematical and statistical backgrounds. To effectively acquire the tools and techniques they need to interpret multivariate data, social science students need clear explanations, a minimum of mathematical detail, and a wide range of exercises and worked examples. Classroom tested for more than 10 years, The Analysis and Interpretation of Multivariate Data for Social Scientists describes and illustrates methods of multivariate data analysis important to the social sciences. The authors focus on interpreting the pattern of relationships among many variables rather than establishing causal linkages, and rely heavily on numerical examples, visualization, and on verbal , rather than mathematical exposition. They present methods for categorical variables alongside the more familiar method for continuous variables and place particular emphasis on latent variable techniques. Ideal for introductory, senior undergraduate and graduate-level courses in multivariate analysis for social science students, this book combines depth of understanding and insight with the practical details of how to carry out and interpret multivariate analyses on real data. It gives them a solid understanding of the most commonly used multivariate methods and the knowledge and tools to implement them. Datasets, the SPSS syntax and code used in the examples, and software for performing latent variable modelling are available at http://www.mlwin.com/team/aimdss.html>
Book Synopsis A Handbook of Statistical Analyses Using SPSS by : Sabine Landau
Download or read book A Handbook of Statistical Analyses Using SPSS written by Sabine Landau and published by Chapman and Hall/CRC. This book was released on 2003-11-24 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Handbook of Statistical Analyses Using SPSS clearly describes how to conduct a range of univariate and multivariate statistical analyses using the latest version of the Statistical Package for the Social Sciences, SPSS 11. Each chapter addresses a different type of analytical procedure applied to one or more data sets, primarily from the social and behavioral sciences areas. Each chapter also contains exercises relating to the data sets introduced, providing readers with a means to develop both their SPSS and statistical skills. Model answers to the exercises are also provided. Readers can download all of the data sets from a companion Web site furnished by the authors.
Book Synopsis Research Methods for Leisure, Recreation and Tourism, 2nd Edition by : Ercan Sirakaya-Turk
Download or read book Research Methods for Leisure, Recreation and Tourism, 2nd Edition written by Ercan Sirakaya-Turk and published by CABI. This book was released on 2017-04-13 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describing the fundamental elements of research methods for leisure, recreation and tourism, this new edition of a popular textbook is updated throughout. It covers the measurement of variables, sampling, questionnaire design and evaluation methods, and also a wider discussion of writing proposals, communicating research findings, cross-cultural research, and the use of new technologies in conducting research. Written by internationally renowned researchers in an accessible style, this book introduces both undergraduate and graduate students to the vital skills they will need to succeed in the leisure, recreation, tourism and hospitality industries.
Book Synopsis The Essence of Research Methodology by : Jan Jonker
Download or read book The Essence of Research Methodology written by Jan Jonker and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methodology is the ?eld which is indisputably complex. In the academic world, it is often said to be important, yet in everyday academic practice, it is not always treated accordingly. In teaching, methodology is often a mandatory course. Usually, it consists of learning how to adopt several common approaches when doing research, and how to conceive a research design (often leading to a survey). This usually leads to collecting data on a modest scale and – when the opportunity arises – analysing the data with the help of some statistics. Ask the students of their opinion at the end of such a course and they tend to heave a deep sigh of relief and say, “I have got through it. ” Then their real courses start again, in which methodology often does not play a role at all. We are of the opinion that writing-off methodology in this way is a real pity. It ignores the valuable role that methodology should play in academic teaching as a whole. Here, methodology is presented as a form of thinking and acting that, while obviously entailing research work, can also include the design and change of organisations. This broad approach has been purposefully chosen, as it is almost obvious from research and graduation projects that the students do not really have a clue what methodology involves and, therefore, wasting their time by producing work that has a little quality.
Book Synopsis Multivariate Analysis by : Klaus Backhaus
Download or read book Multivariate Analysis written by Klaus Backhaus and published by Springer Nature. This book was released on 2023-06-28 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data can be extremely valuable if we are able to extract information from them. This is why multivariate data analysis is essential for business and science. This book offers an easy-to-understand introduction to the most relevant methods of multivariate data analysis. It is strictly application-oriented, requires little knowledge of mathematics and statistics, demonstrates the procedures with numerical examples and illustrates each method via a case study solved with IBM’s statistical software package SPSS. Extensions of the methods and links to other procedures are discussed and recommendations for application are given. An introductory chapter presents the basic ideas of the multivariate methods covered in the book and refreshes statistical basics which are relevant to all methods. For the 2nd edition, all chapters were checked and calculated using the current version of IBM SPSS. Contents Introduction to empirical data analysis Regression analysis Analysis of variance Discriminant analysis Logistic regression Contingency analysis Factor analysis Cluster analysis Conjoint analysis The original German version is now available in its 17th edition. In 2015, this book was honored by the Federal Association of German Market and Social Researchers as “the textbook that has shaped market research and practice in German-speaking countries”. A Chinese version is available in its 3rd edition. On the website www.multivariate-methods.info, the authors further analyze the data with Excel and R and provide additional material to facilitate the understanding of the different multivariate methods. In addition, interactive flashcards are available to the reader for reviewing selected focal points. Download the Springer Nature Flashcards App and use exclusive content to test your knowledge.
Book Synopsis The Routledge International Handbook of Critical Positive Psychology by : Nicholas J. L. Brown
Download or read book The Routledge International Handbook of Critical Positive Psychology written by Nicholas J. L. Brown and published by Routledge. This book was released on 2017-09-19 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the turn of the twenty-first century, the field of positive psychology has sought to implement a science of human flourishing so that we may lead happier, more fulfilling lives. It has found expression not only in academic papers but also popular books and, increasingly, in government policy. The Routledge International Handbook of Critical Positive Psychology is the first volume dedicated to a critical appraisal of this influential but controversial field of study. The book critically examines not only the scientific foundations of positive psychology, but also the sociocultural and political tenets on which the field rests. It evaluates the current field of knowledge and practice, and includes chapters analysing the methodological constructs of the field, as well as others that question what positive psychology actually means by ideas such as happiness or well-being. Taking the debate further, the book then discusses how positive psychology can be applied in a wider variety of settings than is presently the case, helping communities and individuals by acknowledging the reality of people’s lives rather than adhering strictly to debateable theoretical constructs. Including contributions from disciplines ranging from psychoanalysis to existential therapy, theology to philosophy, and contributors from throughout the world, The Routledge International Handbook of Critical Positive Psychology will be enlightening reading for anyone interested in how psychology has sought to understand human well-being.
Book Synopsis How to Find Inter-Groups Differences Using Spss/Excel/Web Tools in Common Experimental Designs by : P.Y. Cheng
Download or read book How to Find Inter-Groups Differences Using Spss/Excel/Web Tools in Common Experimental Designs written by P.Y. Cheng and published by Xlibris Corporation. This book was released on 2014-05-16 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Book 1: How to find Inter-Groups Differences Using SPSS/Excel/Web Tools In Common Experimental Designs Book 3: Analysis of Experimental Data Using Excel as if using SPSS A Break Through English Version Book 4: ???????????????? Excel ???? SPSS
Book Synopsis Sociologising Child and Youth Resilience with Bourdieu by : Guanglun Michael Mu
Download or read book Sociologising Child and Youth Resilience with Bourdieu written by Guanglun Michael Mu and published by Taylor & Francis. This book was released on 2022-08-08 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, Mu crafts a sociology of resilience through his multi-year research with Australian students. The content is not merely concerned with individual achievements in precarious conditions but also ponders over transformative, reflexive, and power-rejective everyday practices that make social change possible, probable, and even inevitable. Since Emmy Werner and her colleagues discovered the "self-righting" and "invincible" children on the Hawaiian island of Kauai who fared well despite exposure to significant household risks, positive psychology has markedly advanced the knowledge about child and youth resilience to adversities. Yet, many children and adolescents continue to slide through system cracks. This fact does not invalidate psychology of resilience; rather, it urges new frameworks to break the reproductive circle of inequality. Reframing the traditional psychological notion of resilience through recourse to Bourdieu’s relational and reflexive sociology, the book moves beyond individual adaptation to adverse conditions and takes a deep dive into sociological resilience to structural problems. It offers school professionals and educational researchers an epistemological tool to reapproach resilience and reappropriate Bourdieu for social change. Offering scholarship that will interest researchers in the areas of child and youth resilience, sociology of resilience, and sociology of education, the volume is written to engage with the intellectual work of both established scholars and emerging researchers within Australia and beyond. The empirical analyses also provide useful insights for educational professionals in schools and resilience researchers in universities.
