By (author) John Fox
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Regression Diagnostics by John Fox
Book DescriptionWith Regression Diagnostics, researchers now have an accessible explanation of the techniques needed for exploring problems that compromise a regression analysis and for determining whether certain assumptions appear reasonable. The book covers such topics as the problem of collinearity in multiple regression, dealing with outlying and influential data, non-normality of errors, non-constant error variance and the problems and opportunities presented by discrete data. In addition, sophisticated diagnostics based on maximum-likelihood methods, scores tests, and constructed variables are introduced.
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Book DetailsISBN: 9780803939714
(216mm x 140mm x 6mm)
Imprint: SAGE Publications Inc
Publisher: SAGE Publications Inc
Publish Date: 8-Oct-1991
Country of Publication: United States
Books By Author John Fox
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What is it like to fly a fighter plane? What weapons do they carry? How do pilots escape from the enemy? From the dogfights of the First World War to secret missions flown by modern fighters, this book reveals the facts about these fast, deadly machines. With photographs, detailed pictures and internet links to selected websites to find out more.
Alvis Cars 1946-1967, Paperback (May 2016)
Explores the fascinating post-war history of Alvis Cars.
Motorbikes, Paperback (May 2016)
What's the difference between a chopper and a cruiser? How fast is the fastest motorbike? This eye-catching guide to motorbikes, from scooters to superbikes, is ideal for newly confident readers. It's full of photographs, illustrations and facts, with fold-out pages showing a motorbike engine, record-breaking bike races and jaw-dropping stunts.
Build Your Own Motorbikes Sticker Book, Paperback (November 2015)» View all books by John Fox
There are over 10 pages of stickers of wheels, headlights, racing numbers, trim and more in this high-speed sticker book for young motorbike enthusiasts. Children can customise and build a range of bikes, from a Motocross dirt bike to racing and vintage bikes. There's also a fact box of horsepower, speed and weight on each page.
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Author Biography - John Fox
John Fox is professor of sociology at McMaster University in Hamilton, Ontario, Canada. Fox earned a PhD in sociology from the University of Michigan in 1972, and prior to arriving at McMaster, he taught at the University of Alberta and at York University in Toronto, where he was cross-appointed in the sociology and mathematics and statistics departments and directed the university's statistical consulting service. He has delivered numerous lectures and workshops on statistical topics in North and South America, Europe, and Asia, at such places as the summer program of the Inter-University Consortium for Political and Social Research, the Oxford University Spring School in Quantitative Methods for Social Research, and the annual meetings of the American Sociological Association. Much of his recent work has been on formulating methods for visualizing complex statistical models and on developing software in the R statistical computing environment. He is the author and co-author of many articles, in such journals as Sociological Methodology, Sociological Methods and Research, The Journal of the American Statistical Association, The Journal of Statistical Software, The Journal of Computational and Graphical Statistics, Statistical Science, Social Psychology Quarterly, The Canadian Review of Sociology and Anthropology, and The Canadian Journal of Sociology. He has written a number of other books, including Regression Diagnostics (SAGE, 1991), Nonparametric Simple Regression (SAGE, 2000), Multiple and General-ized Nonparametric Regression (SAGE, 2000), A Mathematical Primer for Social Statistics (SAGE, 2008), and, with Sanford Weisberg, An R Companion to Applied Regression, Second Edition (SAGE, 2010). Fox also edits the SAGE Quantitative Applications in the Social Sciences (QASS) monograph series.
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