"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.
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.
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.