EarthRef.org Reference Database (ERR)
Development and Maintenance by the EarthRef.org Database Team

Detailed Reference Information
Wang 1996
Wang, Q.J. (1996). Using partial probability weighted moments to fit the extreme value distributions to censored samples. Water Resources Research 32: doi: 10.1029/96WR00352. issn: 0043-1397.

The estimation of floods of large return periods from lower bound censored samples may often be advantageous because interpolation and extrapolation are made by exploring the trend of larger floods in each of the records. The method of partial probability weighted moments (partial PWMs) is an useful technique for fitting distributions to censored samples. In this paper, partial PWMs are redefined along with a brief discussion on the definition of ordinary PWMs. The expression for partial PWMs is derived for the extreme value type I or Gumbel distribution. Combined with those for the extreme value type II and III distributions, an unified expression for partial PWMs is presented for the generalized extreme value (GEV) distribution. The equations for solving the distribution parameters are provided. Monte Carlo simulation shows that lower bound censoring at a moderate level does not unduly reduce the efficiency of high-quantile estimation even if the samples have come from a true GEV distribution. ¿ American Geophysical Union 1996

BACKGROUND DATA FILES

Abstract

Keywords
Hydrology, Floods, Hydrology, Stochastic processes, Hydrology, Runoff and streamflow, Hydrology, Precipitation
Journal
Water Resources Research
http://www.agu.org/wrr/
Publisher
American Geophysical Union
2000 Florida Avenue N.W.
Washington, D.C. 20009-1277
USA
1-202-462-6900
1-202-328-0566
service@agu.org
Click to clear formClick to return to previous pageClick to submit