Statistical Methods and the Improvement of Data Quality is popular PDF and ePub book, written by Tommy Wright in 2014-05-10, it is a fantastic choice for those who relish reading online the Reference genre. Let's immerse ourselves in this engaging Reference book by exploring the summary and details provided below. Remember, Statistical Methods and the Improvement of Data Quality can be Read Online from any device for your convenience.
Statistical Methods and the Improvement of Data Quality Book PDF Summary
Statistical Methods and the Improvement of Data Quality contains the proceedings of The Small Conference on the Improvement of the Quality of Data Collected by Data Collection Systems, held on November 11-12, 1982, in Oak Ridge, Tennessee. The conference provided a forum for discussing the use of statistical methods to improve data quality, with emphasis on the problems of data collection systems and how to handle them using state-of-the-art techniques. Comprised of 16 chapters, this volume begins with an overview of some of the limitations of surveys, followed by an annotated bibliography on frames from which the probability sample is selected. The reader is then introduced to sample designs and methods for collecting data over space and time; response effects to behavior and attitude questions; and how to develop and use error profiles. Subsequent chapters focus on principles and methods for handling outliers in data sets; influence functions, outlier detection, and data editing; and application of pattern recognition techniques to data analysis. The use of exploratory data analysis as an aid in modeling and statistical forecasting is also described. This monograph is likely to be of primary benefit to students taking a general course in survey sampling techniques, and to individuals and groups who deal with large data collection systems and are constantly seeking ways to improve the overall quality of their data.
Detail Book of Statistical Methods and the Improvement of Data Quality PDF
- Author : Tommy Wright
- Release : 10 May 2014
- Publisher : Academic Press
- ISBN : 9781483267470
- Genre : Reference
- Total Page : 378 pages
- Language : English
- PDF File Size : 13,9 Mb
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