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Excel 2013 for Educational and Psychological Statistics de Thomas J. Quirk

Excel 2013 for Educational and Psychological Statistics: Excel for Statistics

Autor Thomas J. Quirk
en Limba Engleză Paperback – 11 ian 2016

Autorul Thomas J. Quirk, un expert recunoscut pentru capacitatea de a traduce concepte statistice complexe în fluxuri de lucru accesibile, fundamentează această lucrare pe o metodologie pedagogică aplicată. Excel 2013 for Educational and Psychological Statistics nu este doar un manual teoretic, ci un ghid de tip „learning-by-doing”, conceput special pentru studenții și profesioniștii din domeniul științelor sociale care privesc analiza datelor sau utilizarea computerului cu o anumită reticență. Găsim în această carte o abordare care demitizează calculul statistic, transformând Microsoft Excel dintr-un simplu tabel într-un instrument educațional puternic.

Această ediție marchează un moment important în seria Excel for Statistics, fiind prima adaptată riguros pentru cerințele specifice din educație și psihologie pentru versiunea 2013 a software-ului. Putem afirma că lucrarea urmează linia stabilită de volumul anterior, Excel 2010 for Educational and Psychological Statistics, dar aduce la zi comenzile și interfața grafică. Deși acoperă aceeași arie tematică precum Excel 2013 for Social Sciences Statistics, volumul de față se diferențiază prin natura problemelor practice propuse, care sunt extrase direct din contextul cercetării educaționale și al evaluărilor psihologice.

Structura este una progresivă și logică: se începe cu noțiuni de bază precum deviația standard și eroarea medie, se trece prin generarea de numere aleatorii și intervale de încredere, culminând cu analize de varianță (ANOVA) și regresii multiple. Notăm cu interes includerea unui test de practică integral la final, care, alături de soluțiile detaliate din apendice, permite o autoevaluare riguroasă. Fiecare capitol este construit în jurul unei probleme specifice, oferind instrucțiuni clare pentru utilizarea comenzilor Excel, ceea ce face ca progresia prin curriculumul de statistică să fie fluidă și ușor de urmărit.

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Specificații

ISBN-13: 9783319267111
ISBN-10: 3319267116
Pagini: 276
Ilustrații: XV, 258 p. 166 illus., 4 illus. in color.
Dimensiuni: 155 x 235 x 15 mm
Greutate: 0.47 kg
Ediția:1st edition 2015
Editura: Springer
Colecția Excel for Statistics
Seria Excel for Statistics

Locul publicării:Cham, Switzerland

De ce să citești această carte

Această carte se adresează studenților și practicienilor din psihologie și educație care doresc să stăpânească statistica fără a se pierde în demonstrații matematice abstracte. Veți câștiga abilitatea practică de a rula teste t, corelații și ANOVA direct în Excel. Este soluția ideală pentru cei care au nevoie de un ghid vizual, pas cu pas, care transformă analiza datelor într-o sarcină gestionabilă și clară.

Despre autor

Thomas J. Quirk este un profesor și autor prolific, specializat în utilizarea Microsoft Excel ca instrument de predare a statisticilor aplicate. Expertiza sa este vastă, acoperind multiple discipline prin seria sa Excel for Statistics, de la inginerie la științe biologice. Stilul său se remarcă prin claritate și orientarea spre rezolvarea problemelor practice, fiind autorul unor lucrări de referință precum Excel 2019 for Engineering Statistics și Excel 2019 for Biological and Life Sciences Statistics. Prin volumele sale, Quirk a ajutat generații de studenți să depășească barierele tehnice ale analizei cantitative.

Cuprins

Sample Size, Mean, Standard Deviation, and Standard Error of the Mean.- Random Number Generator.- Confidence Interval About the Mean Using the TINV Function and Hypothesis Testing.- One-Group t-Test for the Mean.- Two-Group t-Test of the Difference of the Means for Independent Groups.- Correlation and Simple Linear Regression.- Multiple Correlation and Multiple Regression.- One-Way Analysis of Variance (ANOVA).- Appendix A:  Answers to End-of-Chapter Practice Problems.- Appendix B:  Practice Test.- Appendix C:  Answers to Practice Test.- Appendix D:  Statistical Formulas.- Appendix E:  t-table. 

Recenzii

“The publisher did not compromise on this endeavor and provides colored, highlighted portions of the Excel worksheet in each example. … The book concludes with an assorted array of appendices providing the answers to the practice problems and exams, including statistical formulas and tables to complete the problems. The author appropriately calls the book a guide to solving practical problems, and it will be a wonderful addition to the shelves of academicians and practitioners.” (Minette Carl, Computing Reviews, computingreviews.com, July, 2016)

Textul de pe ultima copertă

This is the first book to show the capabilities of Microsoft Excel to teach educational and psychological statistics effectively.  It is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical problems in education and psychology.  If understanding statistics isn’t your strongest suit, you are not especially mathematically-inclined, or if you are wary of computers, this is the right book for you. 
Excel, a widely available computer program for students and practitioners, is also an effective teaching and learning tool for quantitative analyses in statistics courses.  Its powerful computational ability and graphical functions make learning statistics much easier than in years past.  However, Excel 2013 for Educational and Psychological Statistics: A Guide to Solving Practical Problems is the first book to capitalize on these improvements by teaching students and practitioners how to apply Excel to statistical techniques necessary in their courses and work.
Each chapter explains statistical formulas and directs the reader to use Excel commands to solve specific, easy-to-understand problems in education and psychology.  Practice problems are provided at the end of each chapter with their solutions in an appendix.  Separately, there is a full Practice Test (with answers in an Appendix) that allows readers to test what they have learned. 
Includes 166 illustrations in color.
At the beginning of his academic career, Prof. Quirk spent six years in educational research at The American Institutes for Research and Educational Testing Service.  He then taught Social Psychology, Educational Psychology, and General Psychology at Principia College, and is currently a Professor of Marketing in the George Herbert Walker School of Business & Technology at Webster University based in St. Louis, Missouri (USA) where he teaches Marketing Statistics, Marketing Research, and Pricing Strategies.  He has published articles in the Journal of Educational Psychology, Journal of Educational Research, Review of Educational Research, Journal of Educational Measurement, Educational Technology, The Elementary School Journal, Journal of Secondary Education, Educational Horizons, and Phi Delta Kappan.  In addition, he has written 60+ textbook supplements in Marketing and Management, published 20+ articles in professional journals, and presented 20+ papers at professional meetings, including annual meetings of The American Educational Research Association, The American Psychological Association, and the National Council on Measurement in Education.  He holds a B.S. in Mathematics from John Carroll University, both an M.A. in Education and a Ph.D. in Educational Psychology from Stanford University, and an M.B.A. from The University of Missouri-St. Louis.

Caracteristici

Statistical theory and formulas are explained in clear language without bogging you down in mathematical fine points You will be told each step of the way, not only how to use Excel, but also why you are doing each step – so you can learn the techniques to apply Excel beyond this book. You will learn both how to write statistical formulas and how to use drop-down menus to have Excel create formulas for you Includes 166 color screen shots so you can be sure you are performing Excel steps correctly Each chapter includes specific objectives for each concept so you know the purpose of the Excel steps Each chapter presents key steps needed to solve practical problems using Excel. In addition, three practice problems at the end of each chapter enable you to test your new knowledge. Answers to these problems appear in Appendix A Practical examples of problems are taken from both education and psychology. A “Practice Test” is given in Appendix B to test your knowledge at the end of the book. Answers appear in Appendix C This book purposely does include a CD of Excel files. Instead, you’ll be shown how to create each Excel file yourself. In classes or in work situations, your professors and colleagues will not give you an Excel file. You will be expected to create your own. This book will give you ample practice in developing this important skill This book is a tool that can be used either by itself or along with any good statistics book