Excel 2010 for Educational and Psychological Statistics de Thomas J. Quirk

Excel 2010 for Educational and Psychological Statistics

Autor Thomas J. Quirk

en Limba Engleză Paperback – 15 dec 2011

Destinat studenților de nivel licență și practicienilor care au nevoie de o metodă aplicată de a gestiona datele de cercetare, Excel 2010 for Educational and Psychological Statistics transformă o resursă omniprezentă de birou într-un instrument analitic riguros. Descoperim în acest volum o abordare pragmatică, de tipul „how-to”, care lipsește adesea din manualele de statistică teoretică. Autorul Thomas J. Quirk elimină barierele tehnice, ghidând cititorul prin procesul de scriere a propriilor formule și utilizarea meniurilor drop-down pentru calcule complexe. Structura cărții urmărește o progresie logică, de la elemente fundamentale precum eroarea standard a mediei și generatorul de numere aleatorii, până la teste statistice avansate. Găsim secțiuni dedicate testelor t (pentru grupuri independente sau un singur eșantion), corelației și regresiei, culminând cu analiza de varianță (ANOVA). Fiecare capitol este calibrat pentru a fi parcurs rapid: după o scurtă expunere teoretică, cititorul este invitat să rezolve trei probleme practice, ale căror soluții sunt disponibile în anexe. Această lucrare acoperă aceeași arie tematică precum Excel 2010 for Social Science Statistics, dar cu o abordare mult mai specifică pentru contextul educațional și psihometric. Față de alte titluri din seria Excel for Statistics, acest volum pune accent pe rezolvarea problemelor de tipul dimensionării eșantionului și intervalelor de încredere, esențiale în cercetarea comportamentală. Cartea se înscrie în vasta operă a autorului dedicată utilizării Excel-ului în științe, fiind un precursor necesar pentru variantele actualizate, precum Excel 2019 for Educational and Psychological Statistics, păstrând însă aceeași rigoare pedagogică ce l-a consacrat pe Thomas J. Quirk ca un expert în predarea statisticii aplicate.

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Specificații

ISBN-13: 9781461420705
ISBN-10: 1461420709
Pagini: 243
Ilustrații: XV, 243 p. 163 illus., 159 illus. in color.
Dimensiuni: 154 x 230 x 15 mm
Greutate: 0.45 kg
Ediția:2012
Editura: Springer
Locul publicării:New York, NY, United States

Public țintă

Upper undergraduate

De ce să citești această carte

Studenții și cercetătorii din științele educației și psihologie vor găsi în acest manual un aliat practic pentru laboratoarele de statistică. Spre deosebire de manualele teoretice, volumul oferă competențe imediate în utilizarea Excel 2010, permițând utilizatorului să stăpânească analiza ANOVA sau regresia fără a fi un expert matematician. Este un ghid de supraviețuire academică ce garantează înțelegerea prin exercițiu și auto-evaluare.

Despre autor

Thomas J. Quirk este un profesor și autor cu o experiență vastă în predarea statisticii aplicate, fiind recunoscut pentru seria sa extinsă de ghiduri dedicate utilizării Microsoft Excel în diverse domenii academice. Opera sa include volume specializate pentru inginerie, științele vieții, afaceri și științe sociale, adaptate constant la noile versiuni ale software-ului (de la edițiile 2010 până la 2019). Abordarea sa pedagogică se concentrează pe simplificarea conceptelor matematice complexe prin exerciții pas cu pas, făcând statistica accesibilă studenților care nu au o înclinație naturală către calculul numeric sau informatică.

Descriere scurtă

Excel has become an important and nearly ubiquitous classroom and office resource for students and practitioners who are faced with solving statistical problems on an everyday basis. Despite this, there has yet to emerge a truly practical, “how-do-I-do-it” manual that teaches the various applications and processes/formulas for Excel in educational and psychological Statistics. Quirk’s Excel 2010 for Educational and Psychological Statistics will fill this void, as it is designed to be a step-by-step, exercise-driven guide for education and psychology students who need to master Excel to create formulas and solve statistical problems. Each chapter first explains briefly the formulas that are included in the chapter, and then directs the student on how to use Excel commands and formulas to solve a specific business problem. Three practice problems are provided at the end of each chapter, along with their solutions in an Appendix. At the end of the Excel Guide, an additional Practice Exam allows the reader to test his or her understanding of each chapter by attempting to solve a specific educational or psychometrical issue or problem using Excel (the solution to this problem is also given in an Appendix). From the beginning of the book, readers/students are taught how to write their own formulas and then how to utilize Excel drop-down formula menus as well for such exercises involving one-way ANOVA, simple linear regression, and multiple correlation.

Cuprins

Preface.- Acknowledgements.- 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.- Index.

Recenzii

The author draws on his experience of teaching in compiling this text and had produced a useful reference book to have at hand when using the statistics in the Microsoft Excel program...This book shows the capabilities of Microsoft Excel to teach educational and psychological statistics. The text contains a step-by-step guide using practical problems. There is a wealth of colour computer screenshots, 163 in total, that show the user what they should be seeing when doing the practical problems.
International Statistical Review, 81, 2, Review by Susan Starkings

Notă biografică

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.

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 2010 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 163 illustrations in color.

Caracteristici

Suitable for upper undergraduates or graduate students Contains 163 color screen shots Very practical. Focuses on the writing and application of specific formulas rather than esoteric statistical theory Exercise driven and diverse, covering fundamental and advanced statistical processes such as Regression and ANOVA Includes specific objectives imbedded in the text for each concept, so that students can understand the purpose of all of the Excel steps Includes supplementary material: sn.pub/extras