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A Flexible Approach to Quantile Regression Modeling With Unit Burr‐XII‐Poisson and Its Applications to Cancer, Chemotherapy, and Energy Data

open access: yesEngineering Reports
This article introduces the unit‐Burr XII‐Poisson (UBXIIP) distribution, a flexible model for bounded data in the unit interval. Unlike many existing alternatives, the UBXIIP offers enhanced versatility in modeling unit‐domain phenomena.
Mustapha Muhammad   +4 more
doaj   +1 more source

Smooth regression quantile estimation [PDF]

open access: yes, 1997
In this thesis, attention will be mainly focused on the local linear kernel regression quantile estimation. Different estimators within this class have been proposed, developed asymptotically and applied to real applications. I include algorithmdesign and selection of smoothing parameters.
openaire   +1 more source

Markov chain Monte Carlo estimation of quantiles [PDF]

open access: gold, 2014
Charles R. Doss   +3 more
openalex   +1 more source

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