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Sampling Techniques for Halphen Distributions
Publisher: American Society of Civil Engineers
Abstract: In this paper we present algorithms based on the acceptance-rejection (A-R), and Markov chain Monte Carlo methods to draw samples from Halphen distributions. Quantiles computed with these generating techniques are compared ...
Frequency Analysis Incorporating a Decision Support System for Hydroclimatic Variables
Publisher: American Society of Civil Engineers
Abstract: Statistical criteria used to evaluate the best distribution fit give large weights to the center of distributions. This is, however, not consistent with the objective of frequency analysis which is to estimate the quantiles ...
Comparison of the Power of Lognormality Tests with Different Right-Tail Alternative Distributions
Publisher: American Society of Civil Engineers
Abstract: In flood frequency analysis (FFA), the adequate choice of distribution to fit data is a major problem. The three-parameter lognormal (LN3) distribution has an intermediate tail behavior between the distributions of the ...
Mixture Probability Models with Covariates: Applications in Estimating Risk of Hydroclimatic Extremes
Publisher: American Society of Civil Engineers
Abstract: Modeling of extreme events is important in many scientific fields, including environmental and civil engineering, and impacts and risk assessments. Among available methods, statistical models that allow estimating extremes’ ...
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