Abstract
![CDATA[This chapter reports a new class of algorithms for the estimation of parameters using massive datasets. Certain properties of sub-totaling and repeated estimation of population parameters are used to establish a new statistical method for estimating summary characteristics of populations, and relationships between variables with extremely large datasets. The technique could be utilzed in distributed computing especially for applications in data mining, analysis and modeling with massive data sets.]]
Original language | English |
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Title of host publication | Current Research in Modelling, Data Mining & Quantitative Techniques |
Publisher | University of Western Sydney |
Number of pages | 18 |
ISBN (Electronic) | 0975159909 |
ISBN (Print) | 9780975159903 |
Publication status | Published - 2003 |
Event | Workshop on Advanced Research Methods - Duration: 1 Jan 2003 → … |
Conference
Conference | Workshop on Advanced Research Methods |
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Period | 1/01/03 → … |
Keywords
- data mining
- parameter estimation
- data structures (computer science)
- electronic data processing
- computer algorithms
- databases