Visualizing Data

出版者:Hobart Press

作者:William S. Cleveland

页数:360

出版时间:1993.03

价格:USD 49.00

装帧:Hardcover

isbn号码:9780963488404

图书标签:數學Visualization设计設計美國統計學William_ClevelandStatistics

Visualizing Data is about visualization tools that provide deep insight into the structure of data. There are graphical tools such as coplots, multiway dot plots,and the equal count algorithm. There are fitting tools such as loess and bisquare that fit equations, nonparametric curves,and nonparametric surfaces to data.

But the book is much more than just a compendium of useful tools. It conveys a strategy for data analysis that stresses the use of visualization to thoroughly study the structure of data and to check the validity of statistical models fitted to data. The result of the tools and the strategy is a vast increase in what you can learn from your data. The book demonstrates this by reanalyzing many data sets from the scientific literature, revealing missed effects and inappropriate models fitted to data.