Case Studies in Data Analysis

ISBN-13: 9780387944104 / Angielski / Miękka / 1998 / 262 str.

J. F. Gentleman; G. A. Whitmore; Jane F. Gentleman

Opis

This volume is a collection of eight Case Studies in Data Analysis that appeared in various issues of the Canadian Journal of Statistics (OS) over a twelve- year period from 1982 to 1993. One follow-up article to Case Study No.4 is also included in the volume. The OS's Section on Case Studies in Data Analysis was initiated by a former editor who wanted to increase the analytical content of the journal. We were asked to become Section Co-Editors and to develop a format for the case studies. Each case study presents analyses of a real data set by two or more analysts or teams of analysts working independently in a simulated consulting context. The section aimed at demonstrating the process of statistical analysis and the possible diversity of approaches and conclusions. For each case study, the Co-Editors found a set of real Canadian data, posed what they thought was an interesting statistical problem, and recruited analysts working in Canada who were willing to tackle it. The published case studies describe the data and the problem, and present and discuss the analysts' solutions. For some case studies, the providers of the data were invited to contribute their own analysis.

Spis treści

Measuring the Impact of an Intervention on Equipment Lives.- Measurements of Possible Lung Damage to Firefighters at the Mississauga Train Derailment.- Iceberg Paths and Collision Risks for Fixed Marine Structures.- Temporal Patterns in Twenty Years of Canadian Homicides.- Extreme-value Analysis of Canadian Wind Speeds.- Beer Chemistry and Canadians’ Beer Preferences.- Estimation of the Need for Child Care in Canada.- Estimation of the Mutagen Potency of Environmental Chemicals Using Short-term Bioassay.