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.
發表於2024-11-18
Visualizing Data 2024 pdf epub mobi 電子書 下載
圖書標籤: 數學 Visualization 設計 設計 美國 統計學 William_Cleveland Statistics
Visualizing Data 2024 pdf epub mobi 電子書 下載