Discovering Statistics Using SAS
Autor Andy Field, Jeremy Milesen Limba Engleză Hardback – 3 feb 2010
A 'cast of characters' supports the learning process throughout the book, from providing tips on how to enter data in SAS® properly to testing knowledge covered in chapters interactively, and 'real world' and invented examples illustrate the concepts and make the techniques come alive.
The book's companion website (see link above) provides students with a wide range of invented and real published research datasets. Lecturers can find multiple choice questions and PowerPoint slides for each chapter to support their teaching.
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Specificații
ISBN-10: 1849200912
Pagini: 752
Dimensiuni: 195 x 265 x 48 mm
Greutate: 1.75 kg
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications Ltd
Locul publicării:London, United Kingdom
Cuprins
Everything You Ever Wanted to Know about Statistics (Well, Sort of)
The SAS Environment
Exploring Data with Graphs
Exploring Assumptions
Correlation
Regression
Logistic Regression
Comparing Two Means
Comparing Several Means: ANOVA (GLM 1)
Analysis of Covariance, ANCOVA (GLM 2)
Factorial ANOVA (GLM 3)
Repeated-Measures Designs (GLM 4)
Mixed Design ANOVA (GLM 5)
Non-Parametric Tests
Multivariate Analysis of Variance (MANOVA)
Exploratory Factor Analysis
Categorical Data
Multilevel Linear Models
Notă biografică
Andy Field isProfessor of Quantitative Methodsat the University of Sussex. He has published widely (100+ research papers, 29 book chapters, and 17 books in various editions) in the areas of child anxiety and psychological methods and statistics. His current research interests focus on barriers to learning mathematics and statistics.
He is internationally known as a statistics educator. He has written several widely used statistics textbooks includingDiscovering Statistics Using IBM SPSS Statistics(winner of the 2007 British Psychological Society book award),Discovering Statistics Using R, andAn Adventure in Statistics(shortlisted for the British Psychological Society book award, 2017; British Book Design and Production Awards, primary, secondary and tertiary education category, 2016; and the Association of Learned & Professional Society Publishers Award for innovation in publishing, 2016), which teaches statistics through a fictional narrative and uses graphic novel elements. He has also written the adventr and discovr packages for the statistics software R that teach statistics and R through interactive tutorials.
His uncontrollable enthusiasm for teaching statistics to psychologists has led to teaching awards from the University of Sussex (2001, 2015, 2016, 2018, 2019), the British Psychological Society (2006) and a prestigious UK National Teaching fellowship (2010).
He¿s done the usual academic things: had grants, been on editorial boards, done lots of admin/service but he finds it tedious trying to remember this stuff. None of them matter anyway because in the unlikely event that yoüve ever heard of him it¿ll be as the ¿Stats book guy¿. In his spare time, he plays the drums very noisily in a heavy metal band, and walks his cocker spaniel, both of which he finds therapeutic.