Ferraro, P. J., Bowman, M., Correia, H. E., Gao, J., Messer, K. D., Paul, L. A., Pratt, B., & Prokopy, L. S. (2025+). Beyond adoption: The persistence of conservation and climate-smart agricultural practices. Submitted.
Dobson, F. S., Correia, H. E., Abebe, A., Roberts, M., Schradin, C. & Hayes, L. (2025+). Evolutionary influences on multiple paternity in mammals. Submitted.
Correia, H. E., Dee, L. E., Ferraro, P. J. (2025) Designing causal mediation analyses to quantify intermediary processes in ecology. Biological Reviews. Preprint on EcoEvoRxiv.
Dobson, F. S., Correia, H. E. & Abebe, A. (2024). How much multiple paternity should we expect? A study of birds and contrast with mammals. Ecology & Evolution. 14, e11054.
Correia, H. E. & Abebe, A. (2022) Capturing spatiotemporal dynamics of Alaskan groundfish catch using rank estimation for varying coefficient models. Journal of Applied Statistics. 49:8, 2137-2156.
Correia, H. E., Tveraa, T., Stien, A., & Yoccoz, N. (2022). Nonlinear spatial and temporal decomposition provides insight for climate change effects on sub-Arctic herbivore populations. Oecologia. 198:889–904.
Otlaadisa, M., Bindele, H. F., Abebe, A. & Correia, H. E. (2022) Varying coefficient single-index regression model with missing responses under rank-based modeling. Journal of Nonparametric Statistics. 34(2), 319-343.
Buley, R. P., Correia, H. E., Abebe, A., Issa, T. B., & Wilson, A. E. (2021). Predicting microcystin occurrence in freshwater lakes and reservoirs: assessing environmental variables. Inland Waters. 11(3):430-444.
Correia, H. E. (2021). Selecting environmental covariates related to adult groundfish catches and weights in the Gulf of Alaska. Scientific Reports. 11, 9949.
Correia, H. E. & Abebe, A. (2021) Regularised rank quasi-likelihood estimation for generalised additive models. Journal of Nonparametric Statistics. 33(1), 101-117.
Levy, B., Correia, H. E., Chirove, F., Ronoh, M., Abebe, A., Kgosimore, M., Chimbola, O., Machingauta, M. H., Lenhart, S., & White, K. A. J. (2021) Modeling the effect of HIV/AIDS stigma on HIV infection dynamics in Kenya. Bulletin of Mathematical Biology. 83(55).
Correia, H. E., Abebe, A., & Dobson, F. S. (2021) Multiple paternity and the number of offspring: A model reveals two major groups of species. BioEssays. 43(4).
Sun, W., Bindele, H. F., Abebe, A., & Correia, H. E. (2021) Robust functional selection for the single-index varying coefficients regression model. Journal of Statistical Computation and Simulation. 91(8), 1681-1697.
Abebe, A., Correia, H. E., & Dobson, F. S. (2019) Estimating a key parameter of mammalian mating systems: the chance of siring success for a mated male. BioEssays. 41(12).
Sun, W., Bindele, H. F., Abebe, A., & Correia, H. E. (2019) General local rank estimation for single-index varying coefficient models. Journal of Statistical Planning and Inference. 202(September 2019):57-79.
Dobson, F. S., Abebe, A., Correia, H. E., Kasumo, C., & Zinner, B. (2018) Multiple paternity and number of offspring in mammals. Proceedings of the Royal Society B: Biological Sciences. 285(1891).
Correia, H. E. (2018) Spatiotemporally explicit model averaging for forecasting of Alaskan groundfish catch. Ecology & Evolution. 8(24):12308–12321.
Barnett, J., Correia, H. E., Johnson, P., Laughlin, M., & Wilson, K. (2010) Darwin Meets Graph Theory on a Strange Planet: Counting Full n-ary Trees with Labeled Leafs. Alabama Journal of Mathematics. 35(Spring/Fall 2010).
Presentations
"Generating causal insights in agriculture and public health through correct model specification, interpretable ML, and eXplainable AI." Invited Seminar presented at the Statistics and Data Science Seminar Series at University of Tennessee Knoxville. Oct. 24, 2024
"Leveraging flexible models with interpretable ML and eXplainable AI approaches for causal reasoning in complex system." Invited Seminar presented at the Statistics and Data Science Seminar Series at University of Massachusetts Amherst. Oct. 3, 2024
Joint Statistical Meetings 2024 - "Rashomon sets for decision trees with counterfactual explanations for examining HIV-related stigma." August 3-8, 2024 in Portland, Oregon, USA
International Statistical Ecology Conference 2024 - "Causal mediation approaches for quantifying ecological mechanisms." July 15-19, 2024 in Swansea, Wales, UK
Frontiers in Social Evolution Seminar - "Why isn't there more multiple paternity? Null model and phylogenetic analyses." April 2, 2024
Thirteenth Annual Masamu Advanced Study Institute (MASI) and Workshops in Mathematical Sciences - "Explanations for persistence in agricultural conservation practices using interpretable machine learning." November 17-26, 2023 in Pretoria, South Africa as part of the 2023 Southern African Mathematical Sciences Association (SAMSA) Conference
Eighth Annual Masamu Advanced Study Institute (MASI) and Workshops in Mathematical Sciences - "Regularized Rank Quasi-likelihood Estimation for Generalized Additive Models." November 16-25, 2018 in Palapye, Botswana as part of the 2018 Southern African Mathematical Sciences Association (SAMSA) Conference
Ecological Society of America Annual Meeting 2018 - "Spatiotemporally explicit model averaging for forecasting of Alaskan groundfish catch." August 5-10, 2018 in New Orleans, Louisiana, USA
Joint Statistical Meetings 2018 - "Spatiotemporally explicit model averaging for forecasting of Alaskan groundfish catch." July 28-August 2, 2018 in Vancouver, British Columbia, Canada
Seventh Annual Masamu Advanced Study Institute (MASI) and Workshops in Mathematical Sciences - "Spatiotemporally explicit model averaging for forecasting." November 17-26, 2017 in Arusha, Tanzania as part of the 2017 Southern African Mathematical Sciences Association (SAMSA) Conference
Joint Statistical Meetings 2017 - "Rank-Based Estimation for Generalized Additive Models with an Application to Fisheries Data." July 29-August 3, 2017 in Baltimore, Maryland, USA