In data mining , statistical learning is a set of approaches for modeling and analyzing big and complex information. Statisticians are exploring this topic, which is combined with advances in computer science,
S. Coles. An Introduction to Statistical Modeling of Extreme Values. Springer-Verlag, London, 2001.Coles S G. An introduction to statistical modeling of extreme values [M]. London: Springer-Verlag, 2007: 54―59.Coles, S.G. (2001) An Introduction to Statistical Modeling of Extreme Val- ues...
Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary,...
An Introduction to Statistical Modeling of Ex 星级: 221 页 [An_Atheist's_Values]_An_Atheist's_Values 星级: 192 页 (Springer Series in Statistics) Stuart Coles (auth.)-An Introduction to Statistical Modeling of Extreme Values-Springer London ( 星级: 219 页 Stuart Coles-An Introduction ...
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Nappi and Edward Witten Valerie and Patrick Hastie Vera and Sami Tibshirani and to our families: Michael, Daniel, and Catherine Ari Samantha, Timothy, and Lynda Charlie, Ryan, Julie, and Cheryl Preface Statistical learning refers to a set of tools for modeling and understanding complex datasets....
207 (Introduction to Time Series Analysis),219 (Stochastic Processes - same as Math 136),220 (Continuous Time Stochastic Control),237 (Time Series Modeling and Forecasting),240 (Statistical Methods in Finance),252 (Data Mining and Electronic Business),305 (Introduction to Statistical Modeling),306...
Current efforts to understand the genetic basis of complex phenotypes are...doi:10.2307/2988555C. M. O'BrienD. EdwardsJournal of the Royal Statistical Society Series D (The Statistician)
generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environmentin R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the ...
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. Th...