Statistical Data Mining Using SAS Applications, 2/e (Hardcover)

George Fernandez

  • 出版商: CRC
  • 出版日期: 2010-06-18
  • 售價: $3,150
  • 貴賓價: 9.5$2,993
  • 語言: 英文
  • 頁數: 477
  • 裝訂: Hardcover
  • ISBN: 1439810753
  • ISBN-13: 9781439810750
  • 相關分類: Data-mining
  • 立即出貨 (庫存=1)

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商品描述

Statistical Data Mining Using SAS Applications, Second Edition describes statistical data mining concepts and demonstrates the features of user-friendly data mining SAS tools. Integrating the statistical and graphical analysis tools available in SAS systems, the book provides complete statistical data mining solutions without writing SAS program codes or using the point-and-click approach. Each chapter emphasizes step-by-step instructions for using SAS macros and interpreting the results. Compiled data mining SAS macro files are available for download on the author’s website. By following the step-by-step instructions and downloading the SAS macros, analysts can perform complete data mining analysis fast and effectively.

New to the Second Edition—General Features

  • Access to SAS macros directly from desktop
  • Compatible with SAS version 9, SAS Enterprise Guide, and SAS Learning Edition
  • Reorganization of all help files to an appendix
  • Ability to create publication quality graphics
  • Macro-call error check

New Features in These SAS-Specific Macro Applications

  • Converting PC data files to SAS data (EXLSAS2 macro)
  • Randomly splitting data (RANSPLIT2)
  • Frequency analysis (FREQ2)
  • Univariate analysis (UNIVAR2)
  • PCA and factor analysis (FACTOR2)
  • Multiple linear regressions (REGDIAG2)
  • Logistic regression (LOGIST2)
  • CHAID analysis (CHAID2)

Requiring no experience with SAS programming, this resource supplies instructions and tools for quickly performing exploratory statistical methods, regression analysis, logistic regression multivariate methods, and classification analysis. It presents an accessible, SAS macro-oriented approach while offering comprehensive data mining solutions.

商品描述(中文翻譯)

《使用SAS應用的統計數據挖掘,第二版》描述了統計數據挖掘的概念,並展示了易於使用的SAS工具的功能。該書將SAS系統中可用的統計和圖形分析工具整合在一起,提供了完整的統計數據挖掘解決方案,無需編寫SAS程式碼或使用點擊式方法。每章強調使用SAS宏和解釋結果的逐步指示。編譯的數據挖掘SAS宏文件可在作者的網站上下載。通過按照逐步指示並下載SAS宏,分析師可以快速有效地進行完整的數據挖掘分析。

第二版的新功能-通用功能:
- 直接從桌面訪問SAS宏
- 與SAS 9版本、SAS Enterprise Guide和SAS Learning Edition兼容
- 將所有幫助文件重新組織到附錄中
- 能夠創建出版品質的圖形
- 宏調用錯誤檢查

這些SAS特定宏應用的新功能:
- 將PC數據文件轉換為SAS數據(EXLSAS2宏)
- 隨機分割數據(RANSPLIT2)
- 頻率分析(FREQ2)
- 單變量分析(UNIVAR2)
- 主成分分析和因子分析(FACTOR2)
- 多元線性回歸(REGDIAG2)
- 邏輯回歸(LOGIST2)
- CHAID分析(CHAID2)

本資源不需要SAS編程經驗,提供了快速執行探索性統計方法、回歸分析、邏輯回歸多變量方法和分類分析的指示和工具。它提供了一種易於使用的、以SAS宏為導向的方法,同時提供了全面的數據挖掘解決方案。