Cody's Data Cleaning Techniques Using SAS, 2/e
暫譯: Cody的SAS數據清理技術(第二版)
Ron Cody
- 出版商: SAS Press
- 出版日期: 2015-04-17
- 售價: $1,670
- 貴賓價: 9.5 折 $1,587
- 語言: 英文
- 頁數: 268
- 裝訂: Paperback
- ISBN: 1599946599
- ISBN-13: 9781599946597
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商品描述
Thoroughly updated for SAS 9, this second edition addresses tasks that nearly every SAS programmer needs to do - that is, make sure that data errors are located and corrected. Written in Ron Cody's signature informal, tutorial style, this book develops and demonstrates data cleaning programs and macros that you can use as written or modify for your own special data cleaning needs. Each topic is developed through specific examples, and every program and macro is explained in detail.
You'll learn how to
- find and correct errors in character and numeric values
- develop programming techniques related to dates and missing values
- use SQL approaches to data cleaning
- develop techniques for correcting your data errors
- use integrity constraints and audit trails to prevent errors from being added to a clean data set
Novice and experienced SAS users will discover ways to detect and correct data errors while learning how to apply DATA step programming techniques and SAS procedures.
商品描述(中文翻譯)
這本第二版針對 SAS 9 進行了全面更新,涵蓋了幾乎每位 SAS 程式設計師需要執行的任務——也就是確保數據錯誤被找到並修正。這本書以 Ron Cody 簽名的非正式教學風格撰寫,開發並展示了數據清理程式和宏,您可以直接使用或根據自己的特定數據清理需求進行修改。每個主題都通過具體的範例進行展開,並詳細解釋每個程式和宏。
您將學會如何:
- 找到並修正字符和數值中的錯誤
- 開發與日期和缺失值相關的程式設計技術
- 使用 SQL 方法進行數據清理
- 開發修正數據錯誤的技術
- 使用完整性約束和審計追蹤來防止錯誤被添加到乾淨的數據集中
新手和有經驗的 SAS 使用者將發現檢測和修正數據錯誤的方法,同時學習如何應用 DATA 步驟程式設計技術和 SAS 程序。