ABSTRACT: Variable selection using penalized estimation methods in quantile regression models is an important step in screening for relevant covariates. In this paper, we present a one-step estimation ...

Official support for free-threaded Python, and free-threaded improvements Python’s free-threaded build promises true parallelism for threads in Python programs by removing the Global Interpreter Lock ...

Air-quality analysis of scrap-tire animal singeing sites in Ghana—PM2.5/PM10/CO/SO₂/VOCs—using LME, GAM, and quantile models with WHO guideline checks.

As one of the important statistical methods, quantile regression (QR) extends traditional regression analysis. In QR, various quantiles of the response variable are modeled as linear functions of the ...

Three hunters captured a massive Burmese python in the Florida Everglades on May 31, 2025. The longest Burmese python ever recorded was 19 feet long, caught in 2023. The heaviest python caught weighed ...

School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Pietermaritzburg, South Africa Background: Malnutrition remains one of the most pressing health challenges, ...

Abstract: In an accelerated life test, inferences on extreme quantiles of the lifetime distribution at the use condition are obtained via extrapolation in two directions: in time, and in stress levels ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of neural network quantile regression. The goal of a quantile regression problem is to predict a single numeric ...

Bitcoin’s (BTC) strong weekly return of 9.84% exhibited a clear bullish breakout above the descending trendline pattern, which has been active since March 2024. In light of that, Sina, the co-founder ...

A Bitcoin researcher says a quasi-exponential decay trend could even see BTC's price going as high as $300,000 in 2025. After dropping 3.45% on Sept. 30, Bitcoin (BTC) missed out on a monthly bullish ...