It is well known that the computation of higher order statistics, like skewness and kurtosis, (which we call C-moments) is very dependent on sample size and is highly susceptible to the presence of outliers. To obviate these difficulties, Hosking (1990) has introduced related statistics called L-moments.
Ulrych, Tadeusz J. +3 more
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Hydrological regionalization of maximum stream flows using an approach based on L-moments [PDF]
The proper design of hydraulic structures depends on estimates of maximum stream flows. The scarce stream flow monitoring in Brazil has led to the use of regionalization methods.
Felício Cassalho +5 more
doaj +2 more sources
Comparing TL-Moments, L-Moments and Conventional Moments of Dagum Distribution by Simulated data [PDF]
Modeling income, wage, wealth, expenditure and various other social variables have always been an issue of great concern. The Dagum distribution is considered quite handy to model such type of variables. Our focus in this study is to derive the L-moments
MIRZA NAVEED SHAHZAD, ZAHID ASGHAR
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Hydrological regionalization of streamflows for the Tocantins River Basin in Brazilian Cerrado biome
The Brazilian Cerrado biome is the largest and richest tropical savanna in the world and is among the 25 biodiversity hotspots identified worldwide.
Jéssica Assaid Martins Rodrigues +3 more
doaj +1 more source
The Influence Functions and Breakdown Points of the L-Moments, Tl-Moments and the LQ-Moments Estimators [PDF]
The L-moments are defined as linear combinations of expected values of order statistics of an absolutely continuous random variable, (Hosking 1990).
Osama Abd Elaziz Hussien
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The Properties of L-moments Compared to Conventional Moments [PDF]
In this thesis, we survey the concept of L-moments. We introduce the deflnition of L-moments and the probability weighted moments (PWMs) and then we expressed the L-moments by the use of the probability weighted moments. Also, we established the relation between the L-moments and the order statistic. Moreover, we introduced some of the properties the L-
Hamdan, Mohammed Soliman
openaire +1 more source
L moment diagrams for censored observations [PDF]
Observed data sets containing values above or below the analytical threshold of measuring equipment are referred to as censored. Such data are frequently encountered in quality and quantity monitoring applications of water, soil, and air samples. Most of the previous literature on the statistical analysis of censored data relates to the problems of ...
Antigoni Zafirakou‐Koulouris +3 more
openaire +1 more source
The Inverse Transformation of L-Hermite Model and Its Application in Structural Reliability Analysis
In probabilistic analysis, random variables with unknown distributions are often appeared when dealing with practical engineering problem. A Hermite normal transformation model has been proposed to conduct structural reliability assessment without the ...
Ming-Na Tong +2 more
doaj +1 more source
Drought Analysis of the Seyhan Basin by Using Standardized Precipitation Index SPI and L-moments
The aim of this study is to monitor drought in the Seyhan Basin by using Standardized Precipitation Index SPI based on a long term monthly precipitation of 11 meteorological stations and secondly, to also carry out regional frequency analysis using the
Emre Topçu, Neslihan Seçkin
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Median Moments with Application to Location-Scale Family of Distributions [PDF]
Model fitting is one of the basic activities in statistical analysis. Classical estimation methods such as method of moments and least squares are not robust. They are sensitive to outliers, to other contamination in the data, or to incorrect assumptions
Elsayed Elamir
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