Applied Regression Analysis

Wiley Series in Probability and Statistics

Book 326
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An outstanding introduction to the fundamentals of regression analysis-updated and expanded The methods of regression analysis are the most widely used statistical tools for discovering the relationships among variables. This classic text, with its emphasis on clear, thorough presentation of concepts and applications, offers a complete, easily accessible introduction to the fundamentals of regression analysis. Assuming only a basic knowledge of elementary statistics, Applied Regression Analysis, Third Edition focuses on the fitting and checking of both linear and nonlinear regression models, using small and large data sets, with pocket calculators or computers. This Third Edition features separate chapters on multicollinearity, generalized linear models, mixture ingredients, geometry of regression, robust regression, and resampling procedures. Extensive support materials include sets of carefully designed exercises with full or partial solutions and a series of true/false questions with answers. All data sets used in both the text and the exercises can be found on the companion disk at the back of the book. For analysts, researchers, and students in university, industrial, and government courses on regression, this text is an excellent introduction to the subject and an efficient means of learning how to use a valuable analytical tool. It will also prove an invaluable reference resource for applied scientists and statisticians.
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About the author

NORMAN R. DRAPER teaches in the Department of Statistics at the University of Wisconsin. HARRY SMITH is a former faculty member of the Mt. Sinai School of Medicine.
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Additional Information

Publisher
John Wiley & Sons
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Published on
Aug 25, 2014
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Pages
736
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ISBN
9781118625682
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Language
English
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Genres
Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Stochastic Processes
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Content Protection
This content is DRM protected.
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Samprit Chatterjee
Praise for the Fourth Edition:

"This book is . . . an excellent source of examples for regression analysis. It has been and still is readily readable and understandable."

—Journal of the American Statistical Association Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.

The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. The Fifth Edition also explores additional topics, including:

Surrogate ridge regression Fitting nonlinear models Errors in variables ANOVA for designed experiments

Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions, the required assumptions, and the evaluated success of each technique. Additionally, methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.

Regression Analysis by Example, Fifth Edition is suitable for anyone with an understanding of elementary statistics.

Nicola Dempsey
Place-Keeping presents the latest research and practice on place-keeping – that is, the long-term management of public and private open spaces – from around Europe and the rest of the world. There has long been a focus in urban landscape planning and urban design on the creation of high-quality public spaces, or place-making. This is supported by a growing body of research which shows how high-quality public spaces are economically and socially beneficial for local communities and contribute positively to residents’ quality of life and wellbeing.

However, while large amounts of capital are spent on the creation of open spaces, little thought is given to, and insufficient resources made available for, the long-term maintenance and management of public spaces, or place-keeping. Without place-keeping, public spaces can fall into a downward spiral of disrepair where anti-social behaviour can emerge and residents may feel unsafe and choose to use other spaces. The economic and social costs of restoring such spaces can therefore be considerable where place-keeping does not occur.

Place-Keeping also provides an accessible presentation of the outputs of a major European Union-funded project MP4: Making Places Profitable, Public and Private Open Spaces which further extends the knowledge and debate on long-term management of public and private spaces. It will be an invaluable resource for students, academics and practitioners seeking critical but practical guidance on the long-term management of public and private spaces in a range of contexts.

Harry Smith
Waterfront regeneration and development represents a unique opportunity to spatially and visually alter cities worldwide. However, its multi-faceted nature entails city-building with all its complexity including the full range of organizations involved and how they interact. This book examines how more inclusive stakeholder involvement has been attempted in the nine cities that took part in the European Union funded Waterfront Communities Project. It focuses on analyzing the experience of creating new public realms through city-building activities. These public realms include negotiation arenas in which different discourses meet and are created – including those of planners, urban designers and architects, politicians, developers, landowners and community groups – as well as physical environments where the new city districts' public life can take place, drawing lessons for waterfront regeneration worldwide.

The book opens with an introduction to waterfront regeneration and then provides a framework for analyzing and comparing waterfront redevelopments, which is followed by individual case study chapters highlighting specific topics and issues including land ownership and control, decision making in planning processes, the role of planners in public space planning, visions for waterfront living, citizen participation, design-based waterfront developments, a social approach to urban waterfront regeneration and successful place making. Significant findings include the difficulty of integrating long term 'sustainability' into plans and the realization that climate change adaptation needs to be explicitly integrated into regeneration planning. The transferable insights and ideas in this book are ideal for practising and student urban planners and designers working on developing plans for long-term sustainable waterfront regeneration anywhere in the world.

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