ON THE VALIDITY OF EMPIRICAL POWER LAWS

Authors
Citation
Bc. Kenney, ON THE VALIDITY OF EMPIRICAL POWER LAWS, Stochastic hydrology and hydraulics, 7(3), 1993, pp. 179-194
Citations number
22
Categorie Soggetti
Mathematical Method, Physical Science","Water Resources","Environmental Sciences","Statistic & Probability
ISSN journal
09311955
Volume
7
Issue
3
Year of publication
1993
Pages
179 - 194
Database
ISI
SICI code
0931-1955(1993)7:3<179:OTVOEP>2.0.ZU;2-L
Abstract
Empirical power laws are frequently used to relate parameters in compl ex hydrological and hydrometeorological processes. The validity of pow er laws relating two parameters with a common variable may be compromi sed by spurious influences of the common variable. Theoretical results are presented that allow both the spurious self-correlation coefficie nt and the slope of a spurious self-correlation to be determined a pri ori. Raising a common variable to a higher power in either parameter a mplifies the spurious effects. Power law regression equations are not single-valued analytical functions and must not be treated as such. Be cause of the strong influence of a common variable on the correlation coefficient, the transfer of a common variable from one side of a powe r-law regression equation to another (by cross-multiplying) may severe ly distort the results. Examples from lake hydrology are presented.