Understanding Educational Statistics Using Microsoft Excel and SPSS

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118627180
Total Pages : 552 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Understanding Educational Statistics Using Microsoft Excel and SPSS by : Martin Lee Abbott

Download or read book Understanding Educational Statistics Using Microsoft Excel and SPSS written by Martin Lee Abbott and published by John Wiley & Sons. This book was released on 2014-08-21 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Utilizing the latest software, this book presents the essential statistical procedures for drawing valuable results from data in the social sciences. Mobilizing interesting real-world examples from the field of education, Understanding Educational Statistics Using Microsoft Excel and SPSS supplies a seamless presentation that identifies valuable connections between statistical applications and research design. Class-tested to ensure an accessible presentation, the book combines clear, step-by-step explanations and the use of software packages that are accessible to both the novice and professional alike to present the fundamental statistical practices for organizing, understanding, and drawing conclusions from educational research data. The book begines with an introduction to descriptive and inferential statistics and then proceeds to acquaint readers with the various functions for working with quantitative data in the Microsoft Excel environment, such as spreadsheet navigation; sorting and filtering; and creating pivot tables. Subsequent chapters treat the procedures that are commonly-employed when working with data across various fields of social science research, including: Single-sample tests Repeated measure tests Independent t-tests One way ANOVA and factorial ANOVA Correlation Bivariate regression Chi square Multiple regression Individual chapters are devoted to specific procedures, each ending with a lab exercise that highlights the importance of that procedure by posing a research question, examining the question through its application in Excel and SPSS, and concluding with a brief research report that outlines key findings drawn from the results. Real-world examples and data from modern educational research are used throughout the book, and a related Web site features additional data sets, examples, and labs, allowing readers to reinforce their comprehension of the material. Bridging traditional statistical topics with the latest software and applications in the field of education, Understanding Educational Statistics Using Microsoft Excel and SPSS is an excellent book for courses on educational research methods and introductory statistics in the social sciences at the upper-undergraduate and graduate levels. It also serves as a valuable resource for researchers and practitioners in the fields of education, psychology, and the social sciences who require a statistical background to work with data in their everyday work.

Using Statistics in the Social and Health Sciences with SPSS and Excel

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111912106X
Total Pages : 600 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Using Statistics in the Social and Health Sciences with SPSS and Excel by : Martin Lee Abbott

Download or read book Using Statistics in the Social and Health Sciences with SPSS and Excel written by Martin Lee Abbott and published by John Wiley & Sons. This book was released on 2016-07-28 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a step-by-step approach to statistical procedures to analyze data and conduct research, with detailed sections in each chapter explaining SPSS® and Excel® applications This book identifies connections between statistical applications and research design using cases, examples, and discussion of specific topics from the social and health sciences. Researched and class-tested to ensure an accessible presentation, the book combines clear, step-by-step explanations for both the novice and professional alike to understand the fundamental statistical practices for organizing, analyzing, and drawing conclusions from research data in their field. The book begins with an introduction to descriptive and inferential statistics and then acquaints readers with important features of statistical applications (SPSS and Excel) that support statistical analysis and decision making. Subsequent chapters treat the procedures commonly employed when working with data across various fields of social science research. Individual chapters are devoted to specific statistical procedures, each ending with lab application exercises that pose research questions, examine the questions through their application in SPSS and Excel, and conclude with a brief research report that outlines key findings drawn from the results. Real-world examples and data from social and health sciences research are used throughout the book, allowing readers to reinforce their comprehension of the material. Using Statistics in the Social and Health Sciences with SPSS® and Excel® includes: Use of straightforward procedures and examples that help students focus on understanding of analysis and interpretation of findings Inclusion of a data lab section in each chapter that provides relevant, clear examples Introduction to advanced statistical procedures in chapter sections (e.g., regression diagnostics) and separate chapters (e.g., multiple linear regression) for greater relevance to real-world research needs Emphasizing applied statistical analyses, this book can serve as the primary text in undergraduate and graduate university courses within departments of sociology, psychology, urban studies, health sciences, and public health, as well as other related departments. It will also be useful to statistics practitioners through extended sections using SPSS® and Excel® for analyzing data.

Business Statistics Using EXCEL and SPSS

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Publisher : SAGE
ISBN 13 : 1473943884
Total Pages : 920 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis Business Statistics Using EXCEL and SPSS by : Nick Lee

Download or read book Business Statistics Using EXCEL and SPSS written by Nick Lee and published by SAGE. This book was released on 2015-12-16 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: Takes the challenging and makes it understandable. The book contains useful advice on the application of statistics to a variety of contexts and shows how statistics can be used by managers in their work.′ - Dr Terri Byers, Assistant Professor, University Of New Brunswick, Canada A book about introductory quantitative analysis, the authors show both how and why quantitative analysis is useful in the context of business and management studies, encouraging readers to not only memorise the content but to apply learning to typical problems. Fully up-to-date with comprehensive coverage of IBM SPSS and Microsoft Excel software, the tailored examples illustrate how the programmes can be used, and include step-by-step figures and tables throughout. A range of ‘real world’ and fictional examples, including "The Ballad of Eddie the Easily Distracted" and "Esha′s Story" help bring the study of statistics alive. A number of in-text boxouts can be found throughout the book aimed at readers at varying levels of study and understanding Back to Basics for those struggling to understand, explain concepts in the most basic way possible - often relating to interesting or humorous examples Above and Beyond for those racing ahead and who want to be introduced to more interesting or advanced concepts that are a little bit outside of what they may need to know Think it over get students to stop, engage and reflect upon the different connections between topics A range of online resources including a set of data files and templates for the reader following in-text examples, downloadable worksheets and instructor materials, answers to in-text exercises and video content compliment the book. An ideal resource for undergraduates taking introductory statistics for business, or for anyone daunted by the prospect of tackling quantitative analysis for the first time.

Using Statistics in the Social and Health Sciences with SPSS and Excel

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Author :
Publisher : Wiley
ISBN 13 : 9781119121091
Total Pages : 584 pages
Book Rating : 4.1/5 (21 download)

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Book Synopsis Using Statistics in the Social and Health Sciences with SPSS and Excel by : Martin Lee Abbott

Download or read book Using Statistics in the Social and Health Sciences with SPSS and Excel written by Martin Lee Abbott and published by Wiley. This book was released on 2016-08-19 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a step-by-step approach to statistical procedures to analyze data and conduct research, with detailed sections in each chapter explaining SPSS® and Excel® applications This book identifies connections between statistical applications and research design using cases, examples, and discussion of specific topics from the social and health sciences. Researched and class-tested to ensure an accessible presentation, the book combines clear, step-by-step explanations for both the novice and professional alike to understand the fundamental statistical practices for organizing, analyzing, and drawing conclusions from research data in their field. The book begins with an introduction to descriptive and inferential statistics and then acquaints readers with important features of statistical applications (SPSS and Excel) that support statistical analysis and decision making. Subsequent chapters treat the procedures commonly employed when working with data across various fields of social science research. Individual chapters are devoted to specific statistical procedures, each ending with lab application exercises that pose research questions, examine the questions through their application in SPSS and Excel, and conclude with a brief research report that outlines key findings drawn from the results. Real-world examples and data from social and health sciences research are used throughout the book, allowing readers to reinforce their comprehension of the material. Using Statistics in the Social and Health Sciences with SPSS® and Excel® includes: • Use of straightforward procedures and examples that help students focus on understanding of analysis and interpretation of findings • Inclusion of a data lab section in each chapter that provides relevant, clear examples • Introduction to advanced statistical procedures in chapter sections (e.g., regression diagnostics) and separate chapters (e.g., multiple linear regression) for greater relevance to real-world research needs Emphasizing applied statistical analyses, this book can serve as the primary text in undergraduate and graduate university courses within departments of sociology, psychology, urban studies, health sciences, and public health, as well as other related departments. It will also be useful to statistics practitioners through extended sections using SPSS® and Excel® for analyzing data. Martin Lee Abbott, PhD, is Professor of Sociology at Seattle Pacific University, where he has served as Executive Director of the Washington School Research Center, an independent research and data analysis center funded by the Bill & Melinda Gates Foundation. Dr. Abbott has held positions in both academia and industry, focusing his consulting and teaching in the areas of statistical procedures, program evaluation, applied sociology, and research methods. He is the author of Understanding Educational Statistics Using Microsoft Excel® and SPSS®, The Program Evaluation Prism: Using Statistical Methods to Discover Patterns, and Understanding and Applying Research Design, also from Wiley.

Statistical Analysis

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Author :
Publisher : Que Publishing
ISBN 13 : 0133823997
Total Pages : 714 pages
Book Rating : 4.1/5 (338 download)

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Book Synopsis Statistical Analysis by : Conrad Carlberg

Download or read book Statistical Analysis written by Conrad Carlberg and published by Que Publishing. This book was released on 2014-04-04 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use Excel 2013’s statistical tools to transform your data into knowledge Conrad Carlberg shows how to use Excel 2013 to perform core statistical tasks every business professional, student, and researcher should master. Using real-world examples, Carlberg helps you choose the right technique for each problem and get the most out of Excel’s statistical features, including recently introduced consistency functions. Along the way, he clarifies confusing statistical terminology and helps you avoid common mistakes. You’ll learn how to use correlation and regression, analyze variance and covariance, and test statistical hypotheses using the normal, binomial, t, and F distributions. To help you make accurate inferences based on samples from a population, this edition adds two more chapters on inferential statistics, covering crucial topics ranging from experimental design to the statistical power of F tests. Becoming an expert with Excel statistics has never been easier! You’ll find crystal-clear instructions, insider insights, and complete step-by-step projects—all complemented by extensive web-based resources. Master Excel’s most useful descriptive and inferential statistical tools Tell the truth with statistics—and recognize when others don’t Accurately summarize sets of values Infer a population’s characteristics from a sample’s frequency distribution Explore correlation and regression to learn how variables move in tandem Use Excel consistency functions such as STDEV.S() and STDEV.P() Test differences between two means using z tests, t tests, and Excel’s Data Analysis Add-in Use ANOVA to test differences between more than two means Explore statistical power by manipulating mean differences, standard errors, directionality, and alpha Take advantage of Recommended PivotTables, Quick Analysis, and other Excel 2013 shortcuts

Statistics in Business & Management

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Author :
Publisher : SAGE Publications Limited
ISBN 13 : 9781529701166
Total Pages : 480 pages
Book Rating : 4.7/5 (11 download)

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Book Synopsis Statistics in Business & Management by : Glyn Davis

Download or read book Statistics in Business & Management written by Glyn Davis and published by SAGE Publications Limited. This book was released on 2020-05-11 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grounded in real-world business research and with tailored examples throughout, this comprehensive guide shows the reader how to visualise and apply IBM SPSS and Microsoft Excel software across their work, helping the reader apply statistical methods to business management contexts and principles. The book includes: Authentic case studies of real research Step-by-step solutions Questions to check your understanding A range of digital resources to enhance learning, such as an online workbook, additional datasets and solutions, and additional questions and exercises. These highly experienced authors have woven SPSS and Excel into each chapter with plenty of visual flags and pictorial directions to show the reader everything they need to know.

SPSS Statistics For Dummies

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 111956087X
Total Pages : 480 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis SPSS Statistics For Dummies by : Jesus Salcedo

Download or read book SPSS Statistics For Dummies written by Jesus Salcedo and published by John Wiley & Sons. This book was released on 2020-08-11 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fun and friendly guide to mastering IBM’s Statistical Package for the Social Sciences Written by an author team with a combined 55 years of experience using SPSS, this updated guide takes the guesswork out of the subject and helps you get the most out of using the leader in predictive analysis. Covering the latest release and updates to SPSS 27.0, and including more than 150 pages of basic statistical theory, it helps you understand the mechanics behind the calculations, perform predictive analysis, produce informative graphs, and more. You’ll even dabble in programming as you expand SPSS functionality to suit your specific needs. Master the fundamental mechanics of SPSS Learn how to get data into and out of the program Graph and analyze your data more accurately and efficiently Program SPSS with Command Syntax Get ready to start handling data like a pro—with step-by-step instruction and expert advice!

Understanding and Applying Research Design

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Publisher : John Wiley & Sons
ISBN 13 : 1118605292
Total Pages : 446 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Understanding and Applying Research Design by : Martin Lee Abbott

Download or read book Understanding and Applying Research Design written by Martin Lee Abbott and published by John Wiley & Sons. This book was released on 2013-01-07 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fresh approach to bridging research design with statistical analysis While good social science requires both research design and statistical analysis, most books treat these two areas separately. Understanding and Applying Research Design introduces an accessible approach to integrating design and statistics, focusing on the processes of posing, testing, and interpreting research questions in the social sciences. The authors analyze real-world data using SPSS software, guiding readers on the overall process of science, focusing on premises, procedures, and designs of social scientific research. Three clearly organized sections move seamlessly from theoretical topics to statistical techniques at the heart of research procedures, and finally, to practical application of research design: Premises of Research introduces the research process and the capabilities of SPSS, with coverage of ethics, Empirical Generalization, and Chi Square and Contingency Table Analysis Procedures of Research explores key quantitative methods in research design including measurement, correlation, regression, and causation Designs of Research outlines various design frameworks, with discussion of survey research, aggregate research, and experiments Throughout the book, SPSS software is used to showcase the discussed techniques, and detailed appendices provide guidance on key statistical procedures and tips for data management. Numerous exercises allow readers to test their comprehension of the presented material, and a related website features additional data sets and SPSS code. Understanding and Applying Research Design is an excellent book for social sciences and education courses on research methods at the upper-undergraduate level. The book is also an insightful reference for professionals who would like to learn how to pose, test, and interpret research questions with confidence.

Statistics for People Who (Think They) Hate Statistics

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Author :
Publisher : SAGE
ISBN 13 : 9781412924825
Total Pages : 428 pages
Book Rating : 4.9/5 (248 download)

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Book Synopsis Statistics for People Who (Think They) Hate Statistics by : Neil J. Salkind

Download or read book Statistics for People Who (Think They) Hate Statistics written by Neil J. Salkind and published by SAGE. This book was released on 2007 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this title teaches an often intimidating and difficult subject in a way that is informative, personable, and clear.

Using Statistics in the Social and Health Sciences with SPSS and Excel

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119121043
Total Pages : 592 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Using Statistics in the Social and Health Sciences with SPSS and Excel by : Martin Lee Abbott

Download or read book Using Statistics in the Social and Health Sciences with SPSS and Excel written by Martin Lee Abbott and published by John Wiley & Sons. This book was released on 2016-08-29 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a step-by-step approach to statistical procedures to analyze data and conduct research, with detailed sections in each chapter explaining SPSS® and Excel® applications This book identifies connections between statistical applications and research design using cases, examples, and discussion of specific topics from the social and health sciences. Researched and class-tested to ensure an accessible presentation, the book combines clear, step-by-step explanations for both the novice and professional alike to understand the fundamental statistical practices for organizing, analyzing, and drawing conclusions from research data in their field. The book begins with an introduction to descriptive and inferential statistics and then acquaints readers with important features of statistical applications (SPSS and Excel) that support statistical analysis and decision making. Subsequent chapters treat the procedures commonly employed when working with data across various fields of social science research. Individual chapters are devoted to specific statistical procedures, each ending with lab application exercises that pose research questions, examine the questions through their application in SPSS and Excel, and conclude with a brief research report that outlines key findings drawn from the results. Real-world examples and data from social and health sciences research are used throughout the book, allowing readers to reinforce their comprehension of the material. Using Statistics in the Social and Health Sciences with SPSS® and Excel® includes: Use of straightforward procedures and examples that help students focus on understanding of analysis and interpretation of findings Inclusion of a data lab section in each chapter that provides relevant, clear examples Introduction to advanced statistical procedures in chapter sections (e.g., regression diagnostics) and separate chapters (e.g., multiple linear regression) for greater relevance to real-world research needs Emphasizing applied statistical analyses, this book can serve as the primary text in undergraduate and graduate university courses within departments of sociology, psychology, urban studies, health sciences, and public health, as well as other related departments. It will also be useful to statistics practitioners through extended sections using SPSS® and Excel® for analyzing data.

Statistics for People Who (Think They) Hate Statistics

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Author :
Publisher : SAGE Publications
ISBN 13 : 1071806254
Total Pages : 444 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Statistics for People Who (Think They) Hate Statistics by : Neil J. Salkind

Download or read book Statistics for People Who (Think They) Hate Statistics written by Neil J. Salkind and published by SAGE Publications. This book was released on 2021-04-22 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Fifth Edition of Neil J. Salkind’s Statistics for People Who (Think They) Hate Statistics: Using Microsoft Excel, presents an often intimidating and difficult subject in a way that is clear, informative, and personable. Opening with an introduction to Excel, including coverage of how to use functions and formulas, this edition shows students how to install the Excel Data Analysis Tools option to access a host of useful analytical techniques. New to the Fifth Edition is new co-author Bruce Frey who has added a new feature on statisticians throughout history (with a focus on the contributions of women and people of color). He has updated the "Real-World Stats" feature, and added more on effect sizes, updated the discussions on hypotheses, measurement concepts like validity and reliability, and has more closely tied analytical choices to the level of measurement of variables.

Using Microsoft Excel for Social Research

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Publisher : SAGE
ISBN 13 : 1529753228
Total Pages : 206 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Using Microsoft Excel for Social Research by : Charlotte Brookfield

Download or read book Using Microsoft Excel for Social Research written by Charlotte Brookfield and published by SAGE. This book was released on 2021-01-20 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Full of practical advice and real-world examples, this step-by-step guide offers you an accessible introduction to doing quantitative social research using Microsoft Excel.

The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation

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Author :
Publisher : SAGE Publications
ISBN 13 : 1506326145
Total Pages : 1996 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation by : Bruce B. Frey

Download or read book The SAGE Encyclopedia of Educational Research, Measurement, and Evaluation written by Bruce B. Frey and published by SAGE Publications. This book was released on 2018-01-29 with total page 1996 pages. Available in PDF, EPUB and Kindle. Book excerpt: This encyclopedia is the first major reference guide for students new to the field, covering traditional areas while pointing the way to future developments.

Action Research in Teaching and Learning

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Author :
Publisher : Routledge
ISBN 13 : 1351376063
Total Pages : 302 pages
Book Rating : 4.3/5 (513 download)

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Book Synopsis Action Research in Teaching and Learning by : Lin Norton

Download or read book Action Research in Teaching and Learning written by Lin Norton and published by Routledge. This book was released on 2018-11-02 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical and down-to-earth, the second edition of Action Research in Teaching and Learning is an ideal introduction to the subject, offering a distinctive blend of the theoretical and the practical, grounded firmly in the global higher education landscape. Written in an accessible style to build confidence, it provides easily adaptable, practical frameworks, guidelines and advice on research practice within a higher education context. The reader is guided through each stage of the action research process, from engaging with the critical theory, to the practical applications with the ultimate goal of providing a research study which is publishable. Supplemented by useful pedagogical research tools and exemplars of both qualitative and quantitative action research studies, this new edition features chapters engaging with teaching excellence and analysing qualitative and quantitative research, additions to the resources section and a new preface focusing more explicitly on the ever-growing number of part-time academics. Action Research in Teaching and Learning combines a theoretical understanding of the scholarly literature with practical applications and is an essential, critical read for any individual teaching or undertaking action research.

Introductory Statistics Using SPSS

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Author :
Publisher : SAGE Publications
ISBN 13 : 1483313107
Total Pages : 457 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Introductory Statistics Using SPSS by : Herschel Knapp

Download or read book Introductory Statistics Using SPSS written by Herschel Knapp and published by SAGE Publications. This book was released on 2013-09-27 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory Statistics Using SPSS, by Herschel Knapp, shows readers how to properly select, process, and interpret statistics without heavy emphasis on theory, formula derivations, or abstract mathematical concepts. Each chapter is structured to answer questions that readers most want answered, including: how to choose the appropriate test for each situation, how to set up the data, how to run the test, and how to interpret and document the results. Requiring no hand calculations, this highly applied book helps readers “get the story” from their data. They learn by doing, completing practice exercises at the end of each chapter. Video tutorials on the accompanying website clearly demonstrate how to set up the data and run the test in SPSS. Contents: PART I: STATISTICAL PRINCIPLES – 1) Research Principles 2) Sampling 3) Working in SPSS; PART II: STATISTICAL PROCESSES – 4) Descriptive Statistics 5) T Test 6) ANOVA 7) Paired T Test 8) Correlation and Regression 9) Chi-Square; PART III: DATA HANDLING – 10) Supplemental SPSS Operations; PART IV – SOLUTIONS TO ODD-NUMBERED EXERCISES

Excel Statistics

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Publisher : SAGE
ISBN 13 : 1412979633
Total Pages : 121 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Excel Statistics by : Neil J. Salkind

Download or read book Excel Statistics written by Neil J. Salkind and published by SAGE. This book was released on 2010-07 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for users already familiar with basic computer operations, Neil J. Salkind's Excel Statistics: A Quick Guide shows readers how to utilize the features of Microsoft® Excel to answer both simple and complex questions about data analysis. Part I explores thirty Excel functions, each one detailed on a two-page spread. The description and use of each function appear on one page with corresponding screen shots of the function in action on the facing page, allowing the user to see what the function looks like as it is being applied. Part II of the text contains fifteen Analysis Toolpak tools, each explained using the same two-page spread design as for the functions. Excel novices and experts alike will find this text not only practical but easy to use and engaging. Key Features: - Each function and tool is accompanied by an Excel file, accessible through the SAGE Web site, to be used as an example of each analysis. Access these files through the SAGE website (www.sagepub.com/salkindexcelstats) or through www.onlinefilefolder.com. - The screenshots and steps feature Microsoft Excel 2010 and are compatible with Microsoft 97-2003 and Excel 5.0/95. - Designed to be used as both an introduction and a reference book as needed. Perfect as an accompaniment to existing introductory statistics books or in a lab setting.

Statistics for People Who (Think They) Hate Statistics

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Author :
Publisher : SAGE Publications
ISBN 13 : 1483374106
Total Pages : 620 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Statistics for People Who (Think They) Hate Statistics by : Neil J. Salkind

Download or read book Statistics for People Who (Think They) Hate Statistics written by Neil J. Salkind and published by SAGE Publications. This book was released on 2016-01-29 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on Neil J. Salkind’s bestselling text, Statistics for People Who (Think They) Hate Statistics, this adapted Excel 2016 version presents an often intimidating and difficult subject in a way that is clear, informative, and personable. Researchers and students uncomfortable with the analysis portion of their work will appreciate the book′s unhurried pace and thorough, friendly presentation. Opening with an introduction to Excel 2016, including functions and formulas, this edition shows students how to install the Excel Data Analysis Tools option to access a host of useful analytical techniques and then walks them through various statistical procedures, beginning with correlations and graphical representation of data and ending with inferential techniques and analysis of variance. New to the Fourth Edition: A new chapter 20 dealing with large data sets using Excel functions and pivot tables, and illustrating how certain databases and other categories of functions and formulas can help make the data in big data sets easier to work with and the results more understandable. New chapter-ending exercises are included and contain a variety of levels of application. Additional TechTalks have been added to help students master Excel 2016. A new, chapter-ending Real World Stats feature shows readers how statistics is applied in the everyday world. Basic maths instruction and practice exercises for those who need to brush up on their math skills are included in the appendix.