Fitting Linear Models: An Application Of Conjugate Gradient Algorithms (Lecture Notes in Statistics, 10, Band 10) - Softcover

Mcintosh, A.

 
9780387907468: Fitting Linear Models: An Application Of Conjugate Gradient Algorithms (Lecture Notes in Statistics, 10, Band 10)
Softcover
ISBN 10: 0387907467 ISBN 13: 9780387907468
Verlag: Springer, 2013

Inhaltsangabe

The increasing power and decreasing price of smalI computers, especialIy "personal" computers, has made them increasingly popular in statistical analysis. The day may not be too far off when every statistician has on his or her desktop computing power on a par with the large mainframe computers of 15 or 20 years ago. These same factors make it relatively easy to acquire and manipulate large quantities of data, and statisticians can expect a corresponding increase in the size of the datasets that they must analyze. Unfortunately, because of constraints imposed by architecture, size or price, these smalI computers do not possess the main memory of their large cousins. Thus, there is a growing need for algorithms that are sufficiently economical of space to permit statistical analysis on smalI computers. One area of analysis where there is a need for algorithms that are economical of space is in the fitting of linear models.

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Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
0387907467
ISBN 13 
9780387907468
Einband
Taschenbuch
Anzahl der Seiten
208
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ISBN 10:  1461257530 ISBN 13:  9781461257530
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