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The handbook of statistical analysis & data mining applications.
Robert Nisbet, John Elder, IV, and Gary Miner
ISBN: 9780123747655, Pub Date: May 29, 2009 Price: $89.95/57.95 [euro]/45.99 [pounds sterling]. Page Count: c864
Excert Section: Chapter 2
Theoretical Considerations for Data Mining
PREAMBLE
In Chapter 1, we explored the historical background of statistical analysis and data mining. Statistical analysis is a relatively old discipline (particularly if you consider its origins in China). But data mining is a relatively new field, which developed during the 1990s and coalesced into a field of its own during the early years of the twenty-first century. It represents a confluence of several well-established fields of interest:
* Traditional statistical analysis
- SPSS and Arbor Software team to create an integrated statistical analysis, OLAP...
- Press release article from: Business Wire October 21, 1996 700+ words
...benefits of powerful OLAP tools and data mining tools and statistical analysis to discover meaningful new correlations...become a critical component for data mining. Data mining requires statistical analysis to fulfill its promise of discovering...
- Business Objects Announces Data Mining Partnership With SPSS; Leading Decision...
- Press release article from: Business Wire May 20, 1996 700+ words
...of desktop statistical analysis software...Objects Open Data Mining Initiative...BusinessObjects. Data mining extends customers...for further statistical analysis." "SPSS...component in data mining. SPSS's...
- Data mining's Midas touch. (includes related article on data mining tips)...
- Magazine article from: InfoWorld Bort, Julie April 29, 1996 700+ words
...warehouse or data marts, it will need to turn to data mining. Data mining is the act of drilling through huge volumes...traditional query tools. Fundamentally, data mining is statistical analysis and has been in practice as long as there...
- Marketers turn to data mining to fine-tune product pitches. (Exchange...
- Magazine article from: Computerworld Stedman, Craig November 24, 1997 700+ words
...plans to link up with data mining and statistical analysis tools used to build predictive...big paybacks byusing data mining to match their product...with built-in ties to statistical analysis and data mining tools. Paragren officials...
- Tool brings statistics to masses. (SAS Institute's Enterprise Mining...
- Magazine article from: Computerworld Weston, Randy March 31, 1997 700+ words
...trying to bring the power of data mining and statistical analysis to even the most unsophisticated...unveiled a client/server data mining tool called Enterprise Mining...sales departments create statistical-analysis models. Built with its...
- Olivia Parr-Rud, Local Author and Expert in Data Mining, Keynotes in Prague on...
- Press release article from: Business Wire September 28, 2005 700+ words
...week of October 6th. The Data Mining Cookbook (Wiley 2001) is...in the industry. Beyond data mining techniques to optimize acquisition...experience in strategic marketing, data mining and statistical analysis for several Fortune 100 companies...
- SPSS Helps Students Achieve Perfection by Providing Key Statistical Analysis...
- Press release article from: Business Wire November 23, 2004 700+ words
...Belts will use SPSS statistical analysis software to identify...conduct the best statistical analysis in order to make...applications, and data mining and text mining, and comprehensive statistical analysis software to support...
- Deploying SAS Institute's Market-Leading Data-Mining Technology.
- Press release article from: Business Wire August 28, 1998 700+ words
...telecommunications company. Benefits of data mining Data mining uses advanced statistical-analysis tools and techniques to address specific...demographic and lifestyle data. The results of data mining activities can be applied to a number of...
- Affordable data mining solution, NEW STRAITS TIMES-MANAGEMENT TIMES.
- News wire article from: The America's Intelligence Wire December 9, 2002 700+ words
...businesses are looking at data mining solutions to help identify...its core components for data mining. The software employs statistical analysis to uncover hidden patterns...systems to solve challenging data mining problems. They can take...
- Affordable data mining solution.
- News wire article from: Asia Africa Intelligence Wire December 9, 2002 700+ words
...businesses are looking at data mining solutions to help identify...its core components for data mining. The software employs statistical analysis to uncover hidden patterns...systems to solve challenging data mining problems. They can take...
Source: HighBeam Research, The handbook of statistical analysis & data mining applications.