Pareto distribution

BC Arnold - Wiley StatsRef: Statistics Reference Online, 2014 - Wiley Online Library
Pareto distributions and related generalizations have historically been viewed as being
suitable for modelling income and wealth distributions. Following a brief review of the history …

[引用][C] Statistical Size Distributions in Economics and Actuarial Sciences

C Kleiber - 2003 - books.google.com
A comprehensive account of economic size distributions around the world and throughout
the years In the course of the past 100 years, economists and applied statisticians have …

Robust and efficient estimation of the tail index of a single-parameter Pareto distribution

V Brazauskas, R Serfling - North American Actuarial Journal, 2000 - Taylor & Francis
Estimation of the tail index parameter of a single-parameter Pareto model has wide
application in actuarial and other sciences. Here we examine various estimators from the …

Favorable estimators for fitting Pareto models: A study using goodness-of-fit measures with actual data

V Brazauskas, R Serfling - ASTIN Bulletin: The Journal of the IAA, 2003 - cambridge.org
Several recent papers treated robust and efficient estimation of tail index parameters for
(equivalent) Pareto and truncated exponential models, for large and small samples. New …

New goodness-of-fit tests for Pareto distributions

ML Rizzo - ASTIN Bulletin: The Journal of the IAA, 2009 - cambridge.org
A new approach to goodness-of-fit for Pareto distributions is introduced. Based on Euclidean
distances between sample elements, the family of statistics and tests is indexed by an …

Efficient and robust fitting of lognormal distributions

R Serfling - North American Actuarial Journal, 2002 - Taylor & Francis
In parametric modeling of loss distributions in actuarial science, a versatile choice with
intermediate tail weight is the lognormal distribution. Surprisingly, however, the fitting of this …

Robust estimation of tail parameters for two-parameter Pareto and exponential models via generalized quantile statistics

V Brazauskas, R Serfling - Extremes, 2000 - Springer
Robust estimation of tail index parameters is treated for (equivalent) two-parameter Pareto
and exponential models. These distributions arise as parametric models in actuarial …

Robust estimation of the Pareto tail index: a Monte Carlo analysis

M Brzezinski - Empirical Economics, 2016 - Springer
The Pareto distribution is often used in many areas of economics to model the right tail of
heavy-tailed distributions. However, the standard method of estimating the shape parameter …

On robust tail index estimation

J Beran, D Schell - Computational Statistics & Data Analysis, 2012 - Elsevier
A new approach to tail index estimation based on huberization of the Pareto MLE is
considered. The proposed estimator is robust in a nonstandard way in that it protects against …

Parameter estimation of the Pareto distribution using a pivotal quantity

JHT Kim, S Ahn, S Ahn - Journal of the Korean Statistical Society, 2017 - Springer
In estimating the parametersof the two-parameter Pareto distributionit is well known that the
performance of the maximum likelihood estimator deteriorates when sample sizes are small …