P-splines; GAMLSS; Box-Cox t distribution; zero-adjusted distribution; zero-heavy distribution; semi-continuous distribution

Stasinopoulos, Dimitrios M., Rigby, Robert A., Heller, Gillian Z. and De Bastiani, Fernanda (2023) P-splines and GAMLSS: a powerful combination, with an application to zero-adjusted distributions. Statistical Modelling, 23 (5-6). pp. 510-524. ISSN 1471-082X (Print), 1477-0342 (Online) (doi:10.1177/1471082X231176635)

Peruvian anchovy, oceanographic variables, GAMLSS, zero-adjusted distributions, fishery assessment

Flores, Oswaldo ORCID: https://orcid.org/0009-0006-8620-7847, Rigby, Robert ORCID: https://orcid.org/0000-0003-4787-623X, Segura, Marceliano, Ledesma, Jesús, Carlos, Paulino, Chacón, Germán and Valles, Juan (2026) Effect of oceanographic variables and space-time factors on the density of Peruvian anchovy (Engraulis ringens): an approach with GAMLSS. Progress in Oceanography, 243:103688. ISSN 0079-6611 (Print), 1873-4472 (Online) (doi:10.1016/j.pocean.2026.103688)

alanine aminotransferase, albumin, alkaline phosphatase, aspartate aminotransferase, dispersion and shape of the distribution, gamma-glutamyl transferase, generalized additive model for location scale and shape, liver function tests, maternal characteristics, pregnancy, reference ranges, total bilirubin

Judah, Hannah R., Rigby, Robert A., Stasinopoulos, Mikis D., Pateras, Konstantinos, Rahim, Mussarat N., Heneghan, Michael A., Nicolaides, Kypros H. and Kametas, Nikos A. ORCID: https://orcid.org/0000-0002-7992-6038 (2025) Reference ranges for liver function tests in pregnancy controlling for maternal characteristics. American Journal of Obstetrics & Gynecology (AJOG). ISSN 0002-9378 (Print), 1097-6868 (Online) (doi:10.1016/j.ajog.2025.06.056)

arsenic; GAMLSS; random forest; soil contamination; statistical modeling; trace element

Fendrich, Arthur Nicolaus, Van Eynde, Elise, Stasinopoulos, Dimitrios M., Rigby, Robert A., Mezquita, Felipe Yunta and Panagos, Panos (2024) Modeling arsenic in European topsoils with a coupled semiparametric (GAMLSS-RF) model for censored data. Environment International, 185:108544. pp. 1-14. ISSN 0160-4120 (Print), 1873-6750 (Online) (doi:10.1016/j.envint.2024.108544)

centile smoothing, distributional regression models, GAMLSS, growth reference charts, LMS method

Rigby, Robert, A., Stasinopoulos, Dimitrios, M. ORCID: https://orcid.org/0000-0003-2407-5704 and Cole, T. J. ORCID: https://orcid.org/0000-0001-5711-8200 (2026) Improved centile estimation by transformation and/or adaptive smoothing of the explanatory variable. Statistics in Medicine, 45 (3-5):e70414. ISSN 0277-6715 (Print), 1097-0258 (Online) (doi:10.1002/sim.70414)

chlorophyll-a algorithm, MODIS Aqua, ocean color, GAMLSS, chlorophyll-a uncertainty, water quality thresholds

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Zhao, Gang, Pahlevan, Nima, Rigby, Robert A. ORCID: https://orcid.org/0000-0003-4787-623X, Stasinopoulos, Dimitrios M. and Michalak, Anna M. ORCID: https://orcid.org/0000-0002-6152-7979 (2024) A novel algorithm for ocean chlorophyll-a concentration using MODIS Aqua data. ISPRS Journal of Photogrammetry and Remote Sensing, 210. pp. 198-211. ISSN 0924-2716 (Print), 1872-8235 (Online) (doi:10.1016/j.isprsjprs.2024.03.014)

harmful algae, microcystin toxicity, water quality, high-latitude US lakes, GAMLSS, exceedance probabilities, quantile estimation, mixed distributions, zero-adjusted distributions, log-normal distribution, global warming, spatial toxin redistribution

Merder, Julian ORCID: https://orcid.org/0000-0002-5958-7016, Harris, Ted, Zhao, Gang ORCID: https://orcid.org/0000-0003-2737-0530, Stasinopoulos, Dimitrios M., Rigby, Robert A. and Michalak, Anna M. ORCID: https://orcid.org/0000-0002-6152-7979 (2023) Geographic redistribution of microcystin hotspots in response to climate warming. Nature Water, 1 (10). pp. 844-854. ISSN 2731-6084 (Online) (doi:10.1038/s44221-023-00138-w)