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Title:

COMPARATIVE EVALUATION OF THREE ESTIMATORS OF LOG PEARSON TYPE 3 DISTRIBUTION

Accession Number:

00605573

Record Type:

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Availability:

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Order URL: http://worldcat.org/isbn/0309050650

Abstract:

Three moment-based estimation procedures for log Pearson Type 3 (LP3) parameters were compared using observed stream data samples from Louisiana and its neighboring states. The methods of direct moments, log-transformed moments, and mixed moments were compared in descriptive capabilities on the basis of computed root mean square deviation (RMSD) and mean absolute deviation (MAD) of the standardized variate. Using the performance indices, the most robust estimation method was sought. In many cases, depending on sample skewness, significant differences existed between the descriptive capabilities of these methods. However, no method performed in a clearly superior manner across the entire range of data. These results can be used in conjunction with previous Monte Carlo studies focusing on the predictive ability of these procedures to determine the most reliable moment-based estimation procedures.

Supplemental Notes:

This paper appears in Transportation Research Record No. 1279, Hydrology and Environmental Design 1990. Distribution, posting, or copying of this PDF is strictly prohibited without written permission of the Transportation Research Board of the National Academy of Sciences. Unless otherwise indicated, all materials in this PDF are copyrighted by the National Academy of Sciences. Copyright © National Academy of Sciences. All rights reserved

Monograph Accession #:

01411034

Authors:

Naghavi, Babak
Cruise, James F
Arora, Kishore

Pagination:

p. 103-112

Publication Date:

1990

Serial:

Transportation Research Record

Issue Number: 1279
Publisher: Transportation Research Board
ISSN: 0361-1981

ISBN:

0309050650

Features:

References (18) ; Tables (4)

Uncontrolled Terms:

Old TRIS Terms:

Subject Areas:

Highways; Hydraulics and Hydrology; I26: Water Run-off - Freeze-thaw

Files:

TRIS, TRB

Created Date:

Mar 31 1991 12:00AM

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