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 …

Alpha-Power Pareto distribution: Its properties and applications

S Ihtisham, A Khalil, S Manzoor, SA Khan, A Ali - PloS one, 2019 - journals.plos.org
In Statistical theory, inclusion of an additional parameter to standard distributions is a usual
practice. In this study, a new distribution referred to as Alpha-Power Pareto distribution is …

Estimating conditional tail expectation with actuarial applications in view

V Brazauskas, BL Jones, ML Puri, R Zitikis - Journal of Statistical Planning …, 2008 - Elsevier
We develop statistical inferential tools for estimating and comparing conditional tail
expectation (CTE) functions, which are of considerable interest in actuarial science. In …

On the favorable estimation for fitting heavy tailed data

M Stehlík, R Potocký, H Waldl, Z Fabián - Computational Statistics, 2010 - Springer
Assessment of heavy tailed data and its compound sums has many applications in
insurance, auditing and operational risk capital assessment among others. In this paper, we …

Optimal risk transfer under quantile-based risk measurers

AV Asimit, AM Badescu, T Verdonck - Insurance: Mathematics and …, 2013 - Elsevier
The classical problem of identifying the optimal risk transfer from one insurance company to
multiple reinsurance companies is examined under some quantile-based risk measure …

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 …

Robust fitting of claim severity distributions and the method of trimmed moments

V Brazauskas, BL Jones, R Zitikis - Journal of Statistical Planning and …, 2009 - Elsevier
Many quantities arising in non-life insurance depend on claim severity distributions, which
are usually modeled assuming a parametric form. Obtaining good estimates of the …

[HTML][HTML] On the generalized cumulative residual entropy with applications in actuarial science

G Psarrakos, A Toomaj - Journal of computational and applied mathematics, 2017 - Elsevier
Abstract Recently, Psarrakos and Navarro (2013) proposed a new measure of uncertainty
which extends the cumulative residual entropy (CRE), called the generalized cumulative …

Modeling severity and measuring tail risk of Norwegian fire claims

V Brazauskas, A Kleefeld - North American Actuarial Journal, 2016 - Taylor & Francis
The probabilistic behavior of the claim severity variable plays a fundamental role in
calculation of deductibles, layers, loss elimination ratios, effects of inflation, and other …

A new generalization of the Pareto distribution and its application to insurance data

ME Ghitany, E Gómez-Déniz, S Nadarajah - Journal of Risk and Financial …, 2018 - mdpi.com
The Pareto classical distribution is one of the most attractive in statistics and particularly in
the scenario of actuarial statistics and finance. For example, it is widely used when …