CR-Lasso: Robust cellwise regularized sparse regression

JOURNAL ARTICLE published September 2024 in Computational Statistics & Data Analysis

Authors: Peng Su | Garth Tarr | Samuel Muller | Suojin Wang

Bayesian estimation of large-scale simulation models with Gaussian process regression surrogates

JOURNAL ARTICLE published August 2024 in Computational Statistics & Data Analysis

Authors: Sylvain Barde

Different Estimation Methods for A New Extension Three Parameter Log-Logistic Distribution with Applications

JOURNAL ARTICLE published 1 July 2024 in Journal of Statistics Applications & Probability

A data-aided robust approach for bottleneck identification in power transmission grids for achieving transportation electrification ambition: a case study in New York state

JOURNAL ARTICLE published July 2024 in Advances in Applied Energy

Authors: Qianzhi Zhang | Yuechen Sopia Liu | H.Oliver Gao | Fengqi You

Convergence analysis of data augmentation algorithms for Bayesian robust multivariate linear regression with incomplete data

JOURNAL ARTICLE published July 2024 in Journal of Multivariate Analysis

Research funded by National Science Foundation (DMS-2112887,DMS-2152746)

Authors: Haoxiang Li | Qian Qin | Galin L. Jones

The Application of Ordinal Logistic Regression Model as a Robust Tool for Enhanced Prediction of Milk Yield in Dairy Cows

JOURNAL ARTICLE published 30 June 2024 in Suez Canal Veterinary Medical Journal. SCVMJ

Authors: Sherif Moawed | Esraa Mahrous | Ahmed Elaswad | Hagar Gouda | Ahmed Fathy

Sequential estimation for mixture of regression models for heterogeneous population

JOURNAL ARTICLE published June 2024 in Computational Statistics & Data Analysis

Research funded by Guangzhou Municipal Science and Technology Program key projects (202002030129) | Basic and Applied Basic Research Foundation of Guangdong Province (2023A1515012254) | Engineering and Physical Sciences Research Council (EP/X027872/1,12231017,71991474,72171216,71921001) | UK Research and Innovation (EP/Y014650/1) | National Natural Science Foundation of China (12126610)

Authors: Na You | Hongsheng Dai | Xueqin Wang | Qingyun Yu

On fitting and forecasting the log-returns of Bitcoin and Ethereum exchange rates via a new sine-based logistic model and robust regression methods

JOURNAL ARTICLE published June 2024 in Alexandria Engineering Journal

Authors: Yiming Zhao | Sultan Salem | Areej M. AL-Zaydi | Jin-Taek Seong | Fatimah M. Alghamdi | M. Yusuf

Discrete Poisson Quasi-XLindley distribution with mathematical properties, regression model, and data analysis

JOURNAL ARTICLE published June 2024 in Journal of Radiation Research and Applied Sciences

Authors: Fatimah M. Alghamdi | Muhammad Ahsan-ul-Haq | Muhammad Nasir Saddam Hussain | Eslam Hussam | Ehab M. Almetwally | Hassan M. Aljohani | Manahil SidAhmed Mustafa | Etaf Alshawarbeh | M. Yusuf

Robust heavy-tailed versions of generalized linear models with applications in actuarial science

JOURNAL ARTICLE published June 2024 in Computational Statistics & Data Analysis

Authors: Philippe Gagnon | Yuxi Wang

Recent Advances in Power Quality Analysis and Robust Control of Renewable Energy Sources in Power Grids

JOURNAL ARTICLE published 3 May 2024 in Energies

Authors: Dinko Vukadinović

TriKSV-LG: a robust approach to disease prediction in healthcare systems using AI and Levy Gazelle optimization

JOURNAL ARTICLE published 30 April 2024 in Computer Methods in Biomechanics and Biomedical Engineering

Authors: Kavitha Dhanushkodi | Prema Vinayagasundaram | Vidhya Anbalagan | Surendran Subbaraj | Ravikumar Sethuraman

Significance-based Variable Importance in Logistic Regression Model: War-game Data Analysis

JOURNAL ARTICLE published 30 April 2024 in Journal of the Korea Academia-Industrial cooperation Society

Authors: WoongSub Shin | YoungHo Cha

Sophisticated News Outlets: Comparing The New York Times and Global Daily on the Framing and Diffusion of Attitude

JOURNAL ARTICLE published 30 April 2024 in Lecture Notes in Education Psychology and Public Media

Authors: Qingran Jin

Visual Data and Pattern Analysis for Smart Education: A Robust Drl-Based Early Warning System for Student Performance Prediction

POSTED CONTENT published

Authors: Wala Bagunaid | Naveen Chilamkurti | Ahmad Salehi Shahraki | Saeed Bamashmos

A Streaming Algorithm for a Fast, Robust, and Memoryless Median Estimation on Sensor Data

POSTED CONTENT published

Authors: Ariel Burman | Jordi Solé-Casals | Sergio E. Lew

Mango Tree Dataset for Yield Estimation: Some Exploratory Analysis

JOURNAL ARTICLE published 24 April 2024 in Indian Journal Of Science And Technology

Authors: M V Neethi | Assistant Professor, Department of Computer Science & Engineering-Data Science, ATME College of Engineering (Affiliated to VTU, Belagavi), Mysuru, Karnataka, India | P Raviraj

Robust Lightweight Depth Estimation Model via Data-Free Distillation

PROCEEDINGS ARTICLE published 14 April 2024 in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Zihan Gao | Peng Gao | Wei Yin | Yifan Liu | Zengchang Qin

Phi Divergence and Consistent Estimation for Stochastic Block Model

OTHER published 3 May 2024 in Data Analysis and Related Applications 3

Robust Data Depth Procedures Based Weighted Estimator with Application in Multivariate Discriminant Analysis

BOOK CHAPTER published 11 April 2024 in Research Updates in Mathematics and Computer Science Vol. 4

Authors: R. Muthukrishnan | G. Poonkuzhali