Dr. Luai Al-Labadi | American University of Sharjah
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Profile

College / Department

College of Arts and Sciences
Department of Mathematics and Statistics

Teaching areas

Statistics and Data Science, including Bayesian statistics, computational statistics, experimental design, probability and statistical inference, regression analysis, and survey sampling.

Research areas

Bayesian statistics, information theory, goodness-of-fit testing, relative belief inference, computational methods in statistical inference, and applications of AI in statistics education and data science.

Education

PhD, Statistics, University of Ottawa, Canada, 2012

Contact

[email protected]

Dr. Luai Al-Labadi

Associate Professor
PhD, University of Ottawa, Canada

Publications

Ayman Alzaatreh, Maher Emarly, Rohan Mitra And Luai Al-labadi. Feature selection in binary classification problems using relative belief ratio, Physica Scripta, 1 August 2025
Luai Al Labadi And Anna Ly. Enhancing statistics education through Project-Based Learning (PBL) and the emergence of ChatGPT, Teaching Statistics, 1 July (3rd Quarter/Summer) 2025
Luai Al-labadi, Zhirui Chu And Ying Xu. Advancements in Rényi entropy and divergence estimation for model assessment, Computational Statistics, 1 February 2025
Luai Al-labadi, Omidali Jazi, Masoud Ataei, Kairui Bao And Ruodie Yu. AI Meets Academia: Enhancing Statistics Education with ChatGPT in Undergraduate Courses, Techtrends, 1 January (1st Quarter/Winter) 2025
Luai Al-labadi, Ayman Alzaatreh And Michael Evans. How to measure statistical evidence and its strength: Bayes factors or relative belief ratios?, Canadian Journal Of Statistics, 1 January (1st Quarter/Winter) 2025
Luai Al-labadi, Mohammad Bataineh, Nida Siddiqui, Mingyu Sun And Xihe Yu. Resilience in education: understanding learning gaps during COVID-19, Journal Of Applied Research In Higher Education, 1 January (1st Quarter/Winter) 2025
Luai Al-labadi, Forough Fazeli-asl And Anna Ly. Evaluating model fit for type II censored data: a Bayesian non-parametric approach based on the Kullback-Leibler divergence estimation, Communications In Statistics Simulation And Computation, 1 January (1st Quarter/Winter) 2024
Luai Al Labadi, Mohammad Bataineh And Nida Siddiqui. Mathematical education in higher educational institutions during the COVID-19 pandemic, International Journal Of Mathematical Education In Science And Technology, 1 January (1st Quarter/Winter) 2024
Luai Al-labadi, Forough Fazeli Asl And Kyuson Lim. On Bayesian Hotelling’s T2 test for the mean, Communications In Statistics Simulation And Computation, 1 January (1st Quarter/Winter) 2024
Luai Al-labadi, Mohammed Hamlili And Anna Ly. Bayesian Estimation of Variance-Based Information Measures and Their Application to Testing Uniformity, Axioms, 1 September 2023
Luai Al-labadi, Petru Ciur, Milutin Dimovic And Kyuson Lim. Assessing Multinomial Distributions with a Bayesian Approach, Mathematics, 1 July (3rd Quarter/Summer) 2023
Luai Al-labadi, Yifan Cheng, Forough Fazeli-asl, Kyuson Lim And Yanqing Weng. A Bayesian One-Sample Test for Proportion, Stats, 1 December 2022
Luai Al-labadi And Muhammad Tahir. Estimation of entropy and extropy based on right censored data: A Bayesian non-parametric approach, Monte Carlo Methods And Applications, 1 December 2022
Luai Al-labadi, Michael Evans And Qiaoyu Liang. ROC Analyses Based on Measuring Evidence Using the Relative Belief Ratio, Entropy, 1 December 2022
Luai Al-labadi, Ayman Alzaatreh And Mark Asuncion. Model Checking with Right Censored Data Using Relative Belief Ratio, Entropy, 1 November 2022
Luai Al-labadi, Forough Fazeli Asl And Zahra Saberi. A test for independence via Bayesian nonparametric estimation of mutual information, Canadian Journal Of Statistics, 1 September 2022
Luai Al-labadi And Forough Asl. On robustness of the relative belief ratio and the strength of its evidence with respect to the geometric contamination prior, Journal Of The Korean Statistical Society, 1 September 2022
Luai Al-labadi, Forough Asl And Zahra Saberi. A Bayesian nonparametric multi-sample test in any dimension, Asta Advances In Statistical Analysis, 1 June 2022
Luai Al-labadi And Sean Berry. Bayesian estimation of extropy and goodness of fit tests, Journal Of Applied Statistics, 1 January (1st Quarter/Winter) 2022
Luai Al-labadi. The two-sample problem via relative belief ratio, Computational Statistics, 1 September 2021
Luai Al-labadi, Forough Fazeli Asl And Zahra Saberi. A Necessary Bayesian Nonparametric Test for Assessing Multivariate Normality, Mathematical Methods Of Statistics, 1 July (3rd Quarter/Summer) 2021
Luai Al-labadi, Forough Asl And Ce Wang. Measuring Bayesian Robustness Using Rényi Divergence, Stats, 1 June 2021
Luai Al-labadi, Vishakh Patel, Kasra Vakiloroayaei And Clement Wan. Kullback–Leibler divergence for Bayesian nonparametric model checking, Journal Of The Korean Statistical Society, 1 March 2021
Luai Al-labadi, Vishakh Patel, Kasra Vakiloroayaei And Clement Wan. A bayesian nonparametric estimation to entropy, Brazilian Journal Of Probability And Statistics, 1 January (1st Quarter/Winter) 2021
Luai Al-labadi, Forough Fazeli Asl And Zahra Saberi. A Bayesian semiparametric Gaussian copula approach to a multivariate normality test, Journal Of Statistical Computation And Simulation, 1 January (1st Quarter/Winter) 2021
Luai Al-labadi And Saurabh Sant. Enhance Learning Experience Using Technology In Class, Journal Of Technology And Science Education, 1 January (1st Quarter/Winter) 2021
Emad Mushtaha, Imad Alsyouf, Luai Al Labadi, Rawan Hamad, Noor Khatib And Maitha Al Mutawa. Application of AHP and a mathematical index to estimate livability in tourist districts: The case of Al Qasba in Sharjah, Frontiers Of Architectural Research, 1 December 2020
Ibrahim Abdelrazeq, Luai Al-labadi And Ayman Alzaatreh. On one-sample Bayesian tests for the mean, Statistics, 3 March 2020
David Nott, Max Seah, Luai Al-labadi, Michael Evans, Hui Khoon Ng And Englert Berthold-georg. Using Prior Expansions for Prior-Data Conflict Checking, Bayesian Analysis, 1 January (1st Quarter/Winter) 2020
Luai Al-labadi And Michael Evans. Prior-based model checking, Canadian Journal Of Statistics, 1 September 2018
Luai Al-labadi, Zeynep Baskurt And Michael Evans. Statistical reasoning: Choosing and checking the ingredients, inferences based on a measure of statistical evidence with some applications, Entropy, 1 April (2nd Quarter/Spring) 2018
Luai Al-labadi. On metrizing vague convergence of random measures with applications on Bayesian nonparametric models, Statistics, 4 March 2018
Luai Al Labadi And Mahmoud Zarepour. On approximations of the beta process in latent feature models: Point processes approach, Sankhya A, 1 February 2018
Luai Al Labadi And Mahmoud Zarepour. On approximations of the beta process in latent feature models: Point processes approach, Sankhya The Indian Journal Of Statistics, 1 January (1st Quarter/Winter) 2018
Luai Al-labadi, Zeynep Baskurt And Michael Evans. Goodness of fit for the logistic regression model using relative belief, Journal Of Statistical Distributions And Applications, 1 December 2017
Luai Al-labadi And M. Zarepour. Two-sample Kolmogorov-Smirnov test using a Bayesian nonparametric approach, Mathematical Methods Of Statistics, 1 July (3rd Quarter/Summer) 2017
Luai Al labadi And Ibrahim Abdelrazeq. On functional central limit theorems of Bayesian nonparametric priors, Statistical Methods And Applications, 1 June 2017
Luai Al Labadi. Some refinements on Fedorov’s algorithms for constructing D-optimal designs, Brazilian Journal Of Probability And Statistics, 1 January (1st Quarter/Winter) 2015
Luai Al Labadi And Mahmoud Zarepour. Goodness-of-fit tests based on the distance between the Dirichlet process and its base measure, Journal Of Nonparametric Statistics, 1 January (1st Quarter/Winter) 2014
Luai Al Labadi And Mahmoud Zarepour. A Bayesian nonparametric goodness of fit test for right censored data based on approximate samples from the beta-Stacy process, Canadian Journal Of Statistics, 1 September 2013

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