Dr Rafael de Andrade Moral
Biography
2023 - present: Associate Professor of Statistics, Maynooth University
2018 - 2023: Lecturer/Assistant Professor of Statistics, Maynooth University
2014 - 2017: PhD in Statistics, University of São Paulo
2012 - 2014: MSc in Statistics, University of São Paulo
2007 - 2011: BSc and BEd in Biology, University of São Paulo
Research
- Statistical modelling applied to Ecology, Wildlife Management, and Agriculture
- Computational implementation of statistical models
- Bayesian modelling
My personal webpage
https://rafamoral.github.io
Theoretical and Statistical Ecology Research Group (Founder and Director)
https://rafamoral.github.io/tse/
Research Interests
My research interests include the development and application of statistical modelling techniques to Ecology, Wildlife Management, and Agriculture. I am also interested in the computational implementation of statistical models, especially as R code.
I am currently working on the development of computational and statistical tools to jointly model multivariate responses in ecological studies, in particular those involving the collection of abundance measurements.
I am currently working on the development of computational and statistical tools to jointly model multivariate responses in ecological studies, in particular those involving the collection of abundance measurements.
Research Projects
Book Chapter
Peer Reviewed Journal
Year | Publication | |
---|---|---|
2022 | José Bon V.; de Andrade Moral R.; Reigada C. (2022) 'Influence of intra- and inter-specific competition between egg parasitoids on the effectiveness of biological control of Euschistus heros (Hemiptera: Pentatomidae)'. Biological Control, 170 . [DOI] | |
2022 | De Andrade Moral R.; Díaz-Orueta U.; Oltra-Cucarella J. (2022) 'Logistic Versus Linear Regression-Based Reliable Change Index: A Simulation Study With Implications for Clinical Studies With Different Sample Sizes'. Psychological Assessment, . [DOI] [Full-Text] | |
2022 | Silva DM; de Souza VHM; Moral RA; Delalibera Júnior I; Mascarin GM; (2022) 'Production of Purpureocillium lilacinum and Pochonia chlamydosporia by Submerged Liquid Fermentation and Bioactivity against Tetranychus urticae and Heterodera glycines through Seed Inoculation'. Journal Of Fungi, 8 (5). [DOI] [Full-Text] | |
2021 | Cucak M; Moral RA; Fealy R; Lambkin K; Kildea S; (2021) 'Opportunities for an improved potato late blight management in the Republic of Ireland: Field evaluation of the modified Irish Rules crop disease risk prediction model'. Phytopathology, . [DOI] [Full-Text] | |
2021 | Kruszynski C.; De Andrade Moral R.; Míllan C.; Diniz-Reis T.R.; Mello M.A.R.; De Camargo P.B. (2021) 'Diet Composition of Bats in a Human-Modified Tropical Landscape'. Acta Chiropterologica, 23 (2):395-404. [DOI] | |
2021 | Haslett J.; Parnell A.C.; Hinde J.; de Andrade Moral R. (2021) 'Modelling Excess Zeros in Count Data: A New Perspective on Modelling Approaches'. International Statistical Review, . [DOI] [Full-Text] | |
2021 | Mainguy J.; Moral R.d.A. (2021) 'An Improved Method for the Estimation and Comparison of Mortality Rates in Fish from Catch-Curve Data'. North American Journal of Fisheries Management, . [DOI] [Full-Text] | |
2021 | Parra J.R.P.; Coelho A.; Cuervo-Rugno J.B.; Garcia A.G.; de Andrade Moral R.; Specht A.; Neto D.D. (2021) 'Important pest species of the Spodoptera complex: Biology, thermal requirements and ecological zoning'. Journal of Pest Science, . [DOI] [Full-Text] | |
2021 | Duarte M.M.; Moral R.d.A.; Guillemot J.; Zuim C.I.F.; Potvin C.; Bonat W.H.; Stape J.L.; Brancalion P.H.S. (2021) 'High tree diversity enhances light interception in tropical forests'. Journal of Ecology, . [DOI] [Full-Text] | |
2021 | Oliveira T.d.P.; Moral R.d.A. (2021) 'Global short-term forecasting of COVID-19 cases'. Scientific Reports, 11 (1). [DOI] [Full-Text] | |
2021 | Prado E.B.; Moral R.A.; Parnell A.C. (2021) 'Bayesian additive regression trees with model trees'. Statistics and Computing, 31 (3). [DOI] [Full-Text] | |
2021 | Rowan NJ; Moral RA; (2021) 'Disposable face masks and reusable face coverings as non-pharmaceutical interventions (NPIs) to prevent transmission of SARS-CoV-2 variants that cause coronavirus disease (COVID-19): Role of new sustainable NPI design innovations and predictive mathematical modelling'. Science of the Total Environment, 772 . [DOI] [Full-Text] | |
2020 | Pollard C.; Griffin C.; Andrade Moral R.; Duffy C.; Chuche J.; Gaffney M.; Fealy R. (2020) 'phenModel: A temperature-dependent phenology/voltinism model for a herbivorous insect incorporating facultative diapause and budburst'. Ecological Modelling, 416 . [DOI] [Full-Text] | |
2020 | Prado, Estevao and O’Neill, Eoghan and Hernandez, Belinda and Parnell, Andrew C. and Moral, Rafael A (2020) 'Discussion of: Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects'. 15 :1029-1031. [Full-Text] | |
2020 | Oliveira, TP; Moral, RA; Zocchi, SS; Demetrio, CGB; Hinde, J (2020) 'lcc: an R package to estimate the concordance correlation, Pearson correlation and accuracy over time'. PeerJ, 8 . [DOI] [Full-Text] | |
2020 | Verdade L.M.; Moral R.A.; Calaboni A.; do Amaral M.V.S.G.; Martin P.S.; Amorim L.S.; Gheler-Costa C.; Piña C.I. (2020) 'Temporal dynamics of small mammals in Eucalyptus plantations in Southeast Brazil'. Global Ecology And Conservation, 24 . [DOI] [Full-Text] | |
2020 | Hollingsworth R.G.; Aristizábal L.F.; Shriner S.; Mascarin G.M.; Moral R.d.A.; Arthurs S.P. (2020) 'Incorporating Beauveria bassiana Into an Integrated Pest Management Plan for Coffee Berry Borer in Hawaii'. Frontiers In Sustainable Food Systems, 4 . [DOI] [Full-Text] | |
2020 | Lara I.A.R.; Moral R.A.; Taconeli C.A.; Reigada C.; Hinde J. (2020) 'A generalized transition model for grouped longitudinal categorical data'. Biometrical Journal, . [DOI] | |
2020 | de Lara I.A.R.; Taconeli C.A.; Moral R.d.A.; Hinde J.; Voigt V.; de Freitas S.M. (2020) 'A longitudinal study of sweet orange flowering with grouped count data'. Acta Scientiarum - Agronomy, 42 :1-10. [DOI] [Full-Text] | |
2019 | Canassa F.; Tall S.; Moral R.; Lara I.; Delalibera I.; Meyling N. (2019) 'Effects of bean seed treatment by the entomopathogenic fungi Metarhizium robertsii and Beauveria bassiana on plant growth, spider mite populations and behavior of predatory mites'. Biological Control, 132 :199-208. [DOI] [Full-Text] | |
2019 | Cucak M.; Sparks A.; De Andrade Moral R.; Kildea S.; Lambkin K.; Fealy R. (2019) 'Evaluation of the'Irish rules': The potato late blight forecasting model and its operational use in the Republic of Ireland'. Journal of Agronomy, 9 (9). [DOI] [Full-Text] | |
2019 | Cucak, M., Sparks, A., de Andrade Moral, R., Kildea, S., Lambkin, K. and Fealy, R. (2019) 'Evaluation of Irish Rules, the Potato Late Blight Forecasting Model and its Operational use in Republic of Ireland'. Agronomy, 9 (515):1-24. https://doi.org/10.3390/agronomy9090515 [Full-Text] | |
2019 | Moral R.; Hinde J.; Ortega E.; Demétrio C.; Godoy W. (2019) 'Location-scale mixed models and goodness-of-fit assessment applied to insect ecology'. Journal of Applied Statistics, . [DOI] [Full-Text] | |
2019 | Moral R.; Hinde J.; Demétrio C. (2019) 'Bivariate Residual Plots With Simulation Polygons'. Journal of Computational and Graphical Statistics, . [DOI] | |
2019 | Canassa F.; Esteca F.; Moral R.; Meyling N.; Klingen I.; Delalibera I. (2019) 'Root inoculation of strawberry with the entomopathogenic fungi Metarhizium robertsii and Beauveria bassiana reduces incidence of the twospotted spider mite and selected insect pests and plant diseases in the field'. Journal of Pest Science, . [DOI] [Full-Text] | |
2019 | Rabêlo F.; de Andrade Moral R.; Lavres J. (2019) 'Integrating Biochemical, Morpho-physiological, Nutritional, and Productive Responses to Cd Accumulation in Massai Grass Employed in Phytoremediation'. Water, Air, and Soil Pollution, 230 (5). [DOI] [Full-Text] | |
2019 | Iwanicki NSA; Pereira AA; Botelho ABRZ; Rezende JM; Moral RA; Zucchi MI; Delalibera Júnior I; (2019) 'Monitoring of the field application of Metarhizium anisopliae in Brazil revealed high molecular diversity of Metarhizium spp in insects, soil and sugarcane roots'. Scientific Reports, 9 (1). [DOI] [Full-Text] | |
2018 | Tomaseto, AF; Miranda, MP; Moral, RA; de Lara, IAR; Fereres, A; Lopes, JRS (2018) 'Environmental conditions for Diaphorina citri Kuwayama (Hemiptera: Liviidae) take-off'. Journal of Applied Entomology, 142 :104-113. [DOI] [Full-Text] | |
2018 | Castro T.; Moral R.; Demétrio C.; Delalibera I.; Klingen I. (2018) 'Prediction of sporulation and germination by the spider mite pathogenic fungus neozygites floridana (Neozygitomycetes: Neozygitales: Neozygitaceae) based on temperature, humidity and time'. Insects, 9 (2). [DOI] [Full-Text] | |
2018 | Fatoretto M.; Moral R.; Demétrio C.; de Pádua C.; Menarin V.; Rojas V.; D'Alessandro C.; Delalibera I. (2018) 'Overdispersed fungus germination data: statistical analysis using R'. Biocontrol Science and Technology, . [DOI] [Full-Text] | |
2018 | Moral, RA; Hinde, J; Demetrio, CGB; Reigada, C; Godoy, WAC (2018) 'Models for Jointly Estimating Abundances of Two Unmarked Site-Associated Species Subject to Imperfect Detection'. Journal of Agricultural, Biological, and Environmental Statistics, 23 :20-38. [DOI] | |
2017 | Moral, RA; Hinde, J; Demetrio, CGB (2017) 'Half-Normal Plots and Overdispersed Models in R: The hnp Package'. Journal of Statistical Software, 81 :1-23. [DOI] [Full-Text] | |
2017 | Moral, RD; Demetrio, CGB; Hinde, J; Godoy, WAC; Fernandes, FS (2017) 'Parasitism-mediated prey selectivity in laboratory conditions and implications for biological control'. Basic and Applied Ecology, 19 :67-75. [DOI] [Full-Text] | |
2016 | Conceschi, MR; D'Alessandro, CP; Moral, RD; Demetrio, CGB; Delalibera, I (2016) 'Transmission potential of the entomopathogenic fungi Isaria fumosorosea and Beauveria bassiana from sporulated cadavers of Diaphorina citri and Toxoptera citricida to uninfected D-citri adults'. BioControl, 61 :567-577. [DOI] [Full-Text] | |
2016 | Alexandrino, ER; Buechley, ER; Piratelli, AJ; Ferraz, KMPMD; Moral, RD; Sekercioglu, CH; Silva, WR; do Couto, HTZ (2016) 'Bird sensitivity to disturbance as an indicator of forest patch conditions: An issue in environmental assessments'. Ecological Indicators, 66 :369-381. [DOI] [Full-Text] | |
2016 | Mascarin, GM; Guarin-Molina, JH; Arthurs, SP; Humber, RA; Moral, RD; Demetrio, CGB; Delalibera, I (2016) 'Seasonal prevalence of the insect pathogenic fungus Colletotrichum nymphaeae in Brazilian citrus groves under different chemical pesticide regimes'. Fungal Ecology, 22 :43-51. [DOI] [Full-Text] | |
2015 | Conagin, A., Barbin, D., Demétrio, C.G.B., Moral, R.A. (2015) 'Analysing (1/125) 5^5 fractional factorial designs and some considerations'. Biometric Brazilian Journal/Revista Brasileira De Biometria, . | |
2013 | Moretti, TC; Coutinho, RM; Moral, RA; Ferreira, CP; Godoy, WAC (2013) 'Quantitative and qualitative dynamics of exotic and native blowflies ( Diptera: Calliphoridae) with migrations among municipalities'. Community Ecology, 14 :249-257. [DOI] [Full-Text] | |
2013 | Ribeiro, LD; Vendramim, JD; Bicalho, KU; Andrade, MD; Fernandes, JB; Moral, RD; Demetrio, CGB (2013) 'Annona mucosa Jacq. (Annonaceae): A promising source of bioactive compounds against Sitophilus zeamais Mots. (Coleoptera: Curculionidae)'. JOURNAL OF STORED PRODUCTS RESEARCH, 55 :6-14. [DOI] [Full-Text] | |
2018 | Reigada, C; Moral, RD; Demetrio, CGB; Parra, JRP (2018) 'Cross-crop effects on larval growth, survivorship and fecundity of Helicoverpa armigera'. Journal of Pest Science, 91 :121-131. [DOI] [Full-Text] | |
2018 | Coelho A; Milanez JM; de Andrade Moral R; Demétrio CGB; Parra JRP; (2018) 'Selection of an Artificial Diet for Laboratory Rearing of Opogona sacchari (Lepidoptera: Tineidae) (Bojer, 1856)'. Neotropical Entomology, 47 (2). [DOI] [Full-Text] | |
2018 | Alves, GR; Beloti, VH; Faggioni-Floriano, KM; de Carvalho, SA; Moral, RD; Demetrio, CGB; Parra, JPRP; Yamamoto, PT (2018) 'Does the scion or rootstock of Citrus sp affect the feeding and biology of Diaphorina citri Kuwayama (Hemiptera: Liviidae)?'. Arthropod-Plant Interactions, 12 :77-84. [DOI] [Full-Text] | |
2017 | Otto, MSG; Francisco, JG; Gonsalez, BT; Calvo, LD; de Mattos, EM; de Almeida, M; Moral, RD; Demetrio, CGB; Stape, JL; de Oliveira, RF (2017) 'Changes in gamma-aminobutyric acid concentration, gas exchange, and leaf anatomy in Eucalyptus clones under drought stress and rewatering'. Acta Physiologiae Plantarum, 39 . [DOI] [Full-Text] | |
2017 | Beloti VH; Alves GR; Moral RA; Demétrio CGB; Yamamoto PT; (2017) 'Acute Toxicity of Fresh and Aged Residues of Pesticides to the Parasitoid Tamarixia radiata and to the HLB-Bacteria Vector Diaphorina citri'. Neotropical Entomology, . [DOI] [Full-Text] | |
2017 | Battel, APMB; Moral, RD; Rodrigues, CA; Araujo, MD; Godoy, WAC (2017) 'Reproductive potential of Chrysoperla externa maintained in different cage sizes in laboratory conditions'. Ciencia Rural, 47 . [DOI] [Full-Text] | |
2016 | Galindo LA; Moral RA; Moretti TC; Godoy WA; Demétrio CG; (2016) 'Intraguild predation influences oviposition behavior of blow flies (Diptera: Calliphoridae)'. Parasitology Research, 115 (5). [DOI] [Full-Text] | |
2016 | Castro T; Roggia S; Wekesa VW; de Andrade Moral R; Gb Demétrio C; Delalibera I; Klingen I; (2016) 'The effect of synthetic pesticides and sulfur used in conventional and organically grown strawberry and soybean on Neozygites floridana, a natural enemy of spider mites'. Pest Management Science, 72 (9). [DOI] [Full-Text] | |
2016 | Mascarin GM; Guarín-Molina JH; Arthurs SP; Humber RA; de Andrade Moral R; Demétrio CG; Delalibera Í; (2016) 'Data on morphological features of mycosis induced by Colletotrichum nymphaeae and Lecanicillium longisporum on citrus orthezia scale'. Data In Brief, 8 . [DOI] [Full-Text] | |
2016 | Piai DB, Barbeiro A, Yonezawa GN, Quagliato Jr R, Claro Neto S, Chierice GO, Moral RA, Demétrio CGB (2016) 'Phosphoethanolamine and omega-3 in patients with asthma'. International Journal of Clinical and Experimental Medicine, 9 :18543-18548. [Full-Text] | |
2016 | Castro, T; Mayerhofer, J; Enkerli, J; Eilenberg, J; Meyling, NV; Moral, RD; Demetrio, CGB; Delalibera, I (2016) 'Persistence of Brazilian isolates of the entomopathogenic fungi Metarhizium anisopliae and M. robertsii in strawberry crop soil after soil drench application'. Agriculture, Ecosystems and Environment, 233 :361-369. [DOI] [Full-Text] | |
2016 | Moral, RA; Azevedo, FCC; Verdade, LM (2016) 'The use of sheepdogs in sheep production in southeastern Brazil'. Pastoralism-Research Policy And Practice, 6 . [DOI] [Full-Text] | |
2015 | Beloti VH; Alves GR; Araújo DF; Picoli MM; Moral Rde A; Demétrio CG; Yamamoto PT; (2015) 'Lethal and Sublethal Effects of Insecticides Used on Citrus, on the Ectoparasitoid Tamarixia radiata'. PLoS ONE, 10 (7). [DOI] [Full-Text] | |
2015 | Macedo, FCO; Dziubinska, H; Trebacz, K; Oliveira, RF; Moral, RA (2015) 'Action potentials in abscisic acid-deficient tomato mutant generated spontaneously and evoked by electrical stimulation'. Acta Physiologiae Plantarum, 37 . [DOI] [Full-Text] | |
2014 | Rodrigues, CA; Battel, APMB; Martinelli, NM; Moral, RD; Sercundes, RK; Godoy, WAC (2014) 'DYNAMICS AND PREDATION EFFICIENCY OF CHRYSOPERLA EXTERNA (NEUROPTERA: CHRYSOPIDAE) ON ENNEOTHRIPS FLAVENS (THYSANOPTERA: THRIPIDAE)'. Florida Entomologist, 97 :653-658. [Full-Text] | |
2013 | de Castro TR; Wekesa VW; Moral Rde A; Demétrio CG; Delalibera I; Klingen I; (2013) 'The effects of photoperiod and light intensity on the sporulation of Brazilian and Norwegian isolates of Neozygites floridana'. Journal of Invertebrate Pathology, 114 (3). [DOI] [Full-Text] | |
2013 | Ferreira, IED; Moral, RD; Ferreira, CP; Godoy, WAC (2013) 'Modelling fungus dispersal scenarios using cellular automata'. Ecological Informatics, 14 :53-58. [DOI] [Full-Text] | |
2012 | Battel APMB, Moral RA, Godoy WAC (2012) 'Modelos matemáticos predador-presa e aplicações ao manejo integrado de pragas'. Oecologia Australis, 16 :43-62. http://dx.doi.org/10.4257/oeco.2012.1601.05 [Full-Text] | |
2023 | Coelho, A.; Vieira, J.M.; Rugman-Jones, P.F.; Querino, R.B.; Moral, R.D.A.; Parra, J.R.P.; Stouthamer, R. (2023) 'Reproductive compatibility among sympatric and allopatric isofemale lines of Trichogramma pretiosum Riley, 1879'. Bulletin of Entomological Research, . [Link] [DOI] | |
2023 | de Godoy I.B.S.; McGrane-Corrigan B.; Mason O.; Moral R.d.A.; Godoy W.A.C. (2023) 'Plant-host shift, spatial persistence, and the viability of an invasive insect population'. Ecological Modelling, 475 . [DOI] | |
2023 | Calvey B.; Maguire R.; de Andrade Moral R.; McHugh Power J. (2023) 'Health asymmetry as a predictor of depressive symptomatology over time among older European adults: A growth curve analysis'. Journal of Psychosomatic Research, 166 . [DOI] | |
2023 | Urbanus, J.; Cosgrove, J.; Beltman, J.B.; Elhanati, Y.; Moral, R.A.; Conrad, C.; van Heijst, J.W.; Tubeuf, E.; Velds, A.; Kok, L.; Merle, C.; Magnusson, J.P.; Guyonnet, L.; Frisén, J.; Fre, S.; Walczak, A.M.; Mora, T.; Jacobs, H.; Schumacher, T.N.; Perié, L. (2023) 'DRAG in situ barcoding reveals an increased number of HSPCs contributing to myelopoiesis with age'. Nature Communications, 14 . [Link] [DOI] | |
2022 | Oliveira J.S.; Reigada C.; Diniz A.J.F.; Lara I.A.R.; Moral R.A.; Parra J.R.P. (2022) 'Can parasitism by Tamarixia radiata (Hymenoptera: Eulophidae) affect the movement and oviposition behavior of Diaphorina citri (Hemiptera: Psyllidae)?'. Journal of Insect Behavior, . [DOI] | |
2022 | Gheler-Costa C.; Sabino-Santos G.; Rosalino L.M.; Amorim L.S.; Maia F.G.M.; de Andrade Moral R.; Ferreira I.E.P.; Figueiredo L.T.M.; Piña C.I.; Verdade L.M. (2022) 'The influence of sugarcane pre-harvest fire on hantavirus prevalence in Neotropical small mammals'. Ecosphere, 13 (9). [DOI] | |
2022 | McDonnell J.; McKenna T.; Yurkonis K.A.; Hennessy D.; de Andrade Moral R.; Brophy C. (2022) 'A Mixed Model for Assessing the Effect of Numerous Plant Species Interactions on Grassland Biodiversity and Ecosystem Function Relationships'. Journal of Agricultural, Biological, and Environmental Statistics, . [DOI] | |
2022 | Moral R.A.; Chen Z.; Zhang S.; McClean S.; Palma G.R.; Allan B.; Kegel I. (2022) 'Profiling Television Watching Behaviour Using Bayesian Hierarchical Joint Models for Time-to-Event and Count Data'. Ieee Access, . [DOI] | |
2022 | Cucak M.; Harteveld D.O.C.; Wasko DeVetter L.; Peever T.L.; Moral R.d.A.; Mattupalli C. (2022) 'Development of a Decision Support System for the Management of Mummy Berry Disease in Northwestern Washington'. Plants, 11 (15). [DOI] [Full-Text] | |
2022 | Mimnagh N.; Parnell A.; Prado E.; Moral R.d.A. (2022) 'Bayesian multi-species N-mixture models for unmarked animal communities'. Environmental and Ecological Statistics, . [DOI] [Full-Text] | |
2023 | Moral, R.A.; Vishwakarma, R.; Connolly, J.; Byrne, L.; Hurley, C.; Finn, J.A.; Brophy, C. (2023) 'Going beyond richness: Modelling the BEF relationship using species identity, evenness, richness and species interactions via the DImodels R package'. Methods in Ecology and Evolution, . [Link] [DOI] | |
2023 | Azevedo, K.E.X.; Magalhães, D.M.; de Andrade Moral, R.; Bento, J.M.S. (2023) 'Weathering the hunt: The role of barometric pressure in predator insects' foraging behaviour'. Ecology and Evolution, 13 . [Link] [DOI] | |
2023 | Hatteland, B.A.; Andrade Moral, R.D.; Jaastad, G.; Myren, G.; Bjotveit, E.; Sekse, I.L.; Westrum, K.; Trandem, N. (2023) 'Pesticide use, arthropod fauna and fruit damage in apple orchards in a Nordic climate'. Pest Management Science, . [Link] [DOI] [Full-Text] | |
2023 | Sandra Cristina Deodoro, Rafael Andrade Moral, Reamonn Fealy, Tim McCarthy, Rowan Fealy (2023) 'An assessment of Sentinel 1 SAR, geophysical and topographical covariates for estimating topsoil particle size fractions'. European Journal of Soil Science, . [Link] [DOI] [Full-Text] | |
2023 | Palma, G.R.; Godoy, W.A.C.; Engel, E.; Lau, D.; Galvan, E.; Mason, O.; Markham, C.; Moral, R.A. (2023) 'Pattern-based prediction of population outbreaks'. Ecological Informatics, 77 . [Link] [DOI] | |
2023 | Vishwakarma, R.; Byrne, L.; Connolly, J.; de Andrade Moral, R.; Brophy, C. (2023) 'Estimation of the non-linear parameter in Generalised Diversity-Interactions models is unaffected by change in structure of the interaction terms'. Environmental and Ecological Statistics, . [Link] [DOI] [Full-Text] | |
2023 | Danilo Sarti; Estevão B. Prado; Alan N Inglis; Antônia A.L. dos Santos; Catherine B Hurley; Rafael A. Moral; Andrew C. Parnell (2023) 'Bayesian Additive Regression Trees for Genotype by Environment Interaction Models (AMBARTI)'. Annals of Applied Statistics, . | |
2023 | Commins, S.; Coutrot, A.; Hornberger, M.; Spiers, H.J.; De Andrade Moral, R. (2023) 'Examining individual learning patterns using generalised linear mixed models'. Behavior Research Methods, . [Link] [DOI] | |
2023 | Sarti, D.A.; Prado, E.B.; Inglis, A.N.; Dos Santos, A.A.L.; Hurley, C.B.; Moral, R.A.; Parnell, A.C. (2023) 'BAYESIAN ADDITIVE REGRESSION TREES FOR GENOTYPE BY ENVIRONMENT INTERACTION MODELS'. Annals of Applied Statistics, 17 . [Link] [DOI] | |
2024 |
Mainguy, J.; Bélanger, M.; Ouellet-Cauchon, G.; de Andrade Moral, R. (2024) 'Monitoring reproduction in fish: Assessing the adequacy of ogives and the predicted uncertainty of their L | |
2024 | Deodoro, S. C., Moral, R. A., Fealy, R.M.., McCarthy, T., & Fealy, R. (2024) 'Using the surface scattering mechanism from dual-pol SAR data to estimate topsoil particle-size fractions'. International Journal of Applied Earth Observation and Geoinformation, 128 . [DOI] | |
2024 | McGrane-Corrigan, B.; Mason, O.; de Andrade Moral, R. (2024) 'Inferring stochastic group interactions within structured populations via coupled autoregression'. Journal of Theoretical Biology, 584 . [Link] [DOI] | |
2023 | Holtz de Paula, P.; Coelho, A.; de Andrade Moral, R.; Postali Parra, J.R. (2023) 'Isofemale line as an alternative to maintain quality of Telenomus remus Nixon, a biological-control agent for fall armyworm'. Biological Control, 187 . [Link] [DOI] | |
2023 | Sercundes, R.K.; Molenberghs, G.; Verbeke, G.; Demétrio, C.G.B.; da Silva, S.C.; Moral, R.A. (2023) 'A combined overdispersed longitudinal model for nominal data'. Statistical Modelling, . [Link] [DOI] |
Conference Publication
Year | Publication | |
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2021 | Jones, L., Moral, R.A., Stephens J.C. (2021) World Academy of Science, Engineering and Technology International Journal of Animal and Veterinary Sciences A Descriptive Study of the Mineral Content of Conserved Forage fed to Horses in the United Kingdom. Ireland and France | |
2021 | Hackett C.; Moral R.D.A.; Markham C. (2021) 2021 32nd Irish Signals and Systems Conference, ISSC 2021 Simulating Disease in Periods of Low Mobility Using a Hybrid Diffusion and Compartmental Model Built on Geographic Data [DOI] | |
2020 | Bueno, I., Moral, R.A., Godoy, W.A.C. (2020) Entomology 2020 Growth dynamics of symbiont fungus and caste structure in leaf-cutting ants (Hymenoptera: Formicidae: Atta) | |
2020 | Palma, G.R., Markham, C., Moral, R.A. (2020) 22nd Irish Machine Vision and Image Processing Conference Detecting predation interaction using pretrained CNNs | |
2020 | Brophy, C., Connolly, J., Moral, R.A. (2020) Annual Meeting of the British Ecological Society DImodels: A new R package for modelling the effects of species and their interactions in biodiversity and ecosystem function research | |
2019 | Moral, R.A., Mendes, M.S., Verdade, L.M. (2019) 34th International Workshop on Statistical Modelling Modelling evolutionary and ecological musical patterns in Neotropical perching birds | |
2018 | Fatoretto, M.B., Moral, R.A., Demétrio, C.G.B. (2018) 29th International Biometric Conference Statistical analysis of overdispersed fungus germination data | |
2018 | Lara, I.A.R., Moral, R.A., Taconeli, C.A., Kuhn, T.M.A., Lopes, J.R.S. (2018) 29th International Biometric Conference Transition models for grouped longitudinal categorical data applied to entomology | |
2018 | Moral, R.A., Hinde, J., Bonat, W., Demétrio, C.G.B. (2018) 38th Conference on Applied Statisics in Ireland Modelling bounded data in plant ecology | |
2018 | Moral, R.A., Bonat, W., Hinde, J., Demétrio, C.G.B., Duarte, M.M (2018) 29th International Biometric Conference Conditional and marginal models for analysing light interception data | |
2017 | Thomas, G., Nakamura, L.R., Moral, R.A., Demétrio, C.G.B. (2017) 62nd Annual Meeting of the Brazilian Region of the IBS Modelling count data with excess of zeros and overdispersion using GAMLSS | |
2017 | Fatoretto, M.B., Moral, R.A., Demétrio, C.G.B., Rojas, V.A., Delalibera Jr., I. (2017) 62nd Annual Meeting of the Brazilian Region of the IBS Análise de resistência de isolados utilizando modelos lineares generalizados mistos | |
2017 | Moral, R.A., Hinde, J., Demétrio, C.G.B. (2017) 32nd International Workshop on Statistical Modelling Bivariate residual plots with simulation polygons | |
2017 | Moral, R.A., Demétrio, C.G.B., Hinde, J. (2017) 37th Conference on Applied Statisics in Ireland A diagnostic plot for bivariate models | |
2016 | Moral, R.A., Hinde, J., Demétrio, C.G.B., Reigada, C. and Godoy, W.A.C. (2016) the 31st International Workshop on Statistical Modelling N-mixture models applied to zero-inflated insect abundance data | |
2016 | Moral, R.A., Demétrio, C.G.B. and Hinde, J. (2016) 9th International Conference of the ERCIM WG on Computational and Methodological Statistics Joint models for repeated counts of predators and prey | |
2015 | Oliveira, T.P., Moral, R.A., Hinde. J., Demétrio, C.G.B., Zocchi, S.S., Zanardo, A.B.R. and Delalibera Jr., I (2015) 30th International Workshop on Statistical Modelling Generalized linear mixed models applied to overdispersed proportion data in a fungal occurrence study | |
2015 | Pádua, C.S., Fatoretto, M.B., Menarin, V., Moral, R.A., Demétrio, C.G.B. and Rojas, V.M.A. (2015) 60th World Statistics Congress Generalized linear mixed models: an application to fungi data | |
2014 | Moral, R.A., Alderete, M.C., Demétrio, C.G.B. and Orgeira, J (2014) the I Workshop on Experimental Statistics Zero-inflated models applied to Antarctic bird abundance data | |
2014 | Moral, R.A., Hinde, J. and Demétrio, C.G.B. (2014) 27th International Biometric Conference Half-normal plots and overdispersion in R | |
2013 | Moral, R.A., Godoy, W.A.C., Hinde, J. and Demétrio, C.G.B. (2013) 33rd Conference on Applied Statistics in Ireland Modelling competition between overlapping niche predators | |
2013 | Moral, R.A., Godoy, W.A.C., Hinde, J. and Demétrio, C.G.B. (2013) 58th Annual Meeting of the Brazilian Region of the IBS Parasitism affects predator choice in agroecosystems | |
2012 | Godoy, W.A.C., Battel, A.P.M.B. and Moral, R.A. (2012) British Ecological Society Annual Meeting Interaction mathematical model and applications on integrated pest management | |
2012 | Silveira, T.A., Marchini, L.C., Ferreira, I.E.P., Moral, R.A. and Godoy, W.A.C. (2012) 8th International Conference on Ecological Informatics Pollen as environmental indicator: a foraging activity model for Apis mellifera based on multi-agents | |
2012 | Moral, R.A., Battel, A.P.M.B., Neves, J.A., Lopes, E.N. and Godoy, W.A.C. (2012) Models in Population Dynamics and Ecology 12 Dynamics of hosts and parasitoids with integrated pest management policy: theory and experimentation | |
2011 | Moral, R.A., Carrara, J.A., Godoy, W.A.C. and Ferreira, I.E.P. (2011) 1st International Conference on Spatial Ecology and Conservation Demography affects migration dynamics of blowflies | |
2011 | Ferreira, I.E.P., Moral, R.A. and Ferreira, C.P. (2011) 1st International Conference on Spatial Ecology and Conservation Modelling fungus dispersion scenarios using cellular automata | |
2022 | Lemos dos Santos, A.A., Parnell, A., Moral, R.A., Sarti, D. (2022) 42nd Conference on Applied Statistics in Ireland Bayesian Additive Main Effects and Multiplicative Interaction with Time | |
2022 | McGrane-Corrigan, B., Mason, O., Moral, R.A. (2022) 42nd Conference on Applied Statistics in Ireland Coupled Log-Linear Autoregression and Structured Population Dynamics | |
2022 | Jayakumari, D., Hinde, J., Moral, R.A. (2022) 42nd Conference on Applied Statistics in Ireland A New Goodness-of-Fit Diagnostic for Count Data Based on Half-Normal Plots | |
2022 | Lara, I.A.R., Moral, R.A., Taconeli, C.A., Reigada, C., Hinde, J. (2022) National Symposium of Probability and Statistics (SINAPE) Transition Models for Grouped Data Applied to Psyllid Movement | |
2022 | Vishwakarma, R., Byrne, L., Connolly, J., Moral, R.A., Brophy, C. (2022) 42nd Conference on Applied Statistics in Ireland Estimation of Non-Linear Parameter in Generalised Diversity-Interactions Models Unaffected by Change in Structure of Interaction Terms | |
2022 | Byrne, L., Vishwakarma, R., Connolly, J., Moral, R.A., Brophy, C. (2022) 42nd Conference on Applied Statistics in Ireland A New R Package for the Fitting of Multivariate \& Repeated Measures Diversity-Interaction Models | |
2022 | Sarti, D.A., dos Santos, A.A., Moral, R.A., Parnell, A. (2022) Mendel Genetics Conference 2022 Computational Simulation of Genomics, Phenomics and Environmental Correlated Variables Using Machine Learning | |
2022 | Ferreira, I.E.P., Fabiano, D.A.B., Moral, R.A., Mimnagh, N. (2022) XLI Congresso Nacional de Matemática Aplicada e Computacional (CNMAC) Plataforma MAB para avaliar a performance de delineamentos amostrais em estudos de abundância | |
2022 | Palma, G.R., Aquino, A.C., Monticelli, P.F., Verdade, L.M., Markham, C., Moral, R.A. (2022) 42nd Conference on Applied Statistics in Ireland From Sound to Images: Bird Species Classification Using CNNs | |
2022 | Palma, G.R., Aquino, A., Monticelli, P., Verdade, L.M., Markham, C., Moral, R.A. (2022) 24th Irish Machine Vision and Image Processing Conference A machine vision system for avian song classification with CNN's | |
2022 | Mimnagh, N., Verdade, L., Ferreira, I.E.P., Moral, R.A. (2022) 42nd Conference on Applied Statistics in Ireland A Triple Poisson Model for Estimating Animal Abundance from Trace Data | |
2024 | Blake McGrane-Corrigan; Rafael de Andrade Moral; Oliver Mason (2024) Dynamical Systems Applied to Biology and Natural Sciences Stability for a discrete-time nonlinear dispersal model Lisbon, Portugal, | |
2023 | Palma, G.R.; Mello, R.F.; Godoy, W.A.C.; Engel, E.; Lau, D.; Markham, C.; Moral, R.A. (2023) 43rd Conference on Applied Statistics in Ireland A new forecasting tool based on time series embedding Killarney, Ireland, | |
2023 | Lara, I.A.R.; Paula, L.V.T.; Bon, V.J.; Reigada, C.; Moral, R.A. (2023) 43rd Conference on Applied Statistics in Ireland The gradient test to assess homogeneity of probabilities in discrete-time transition models Killarney, Ireland, | |
2023 | Lara, I.A.R.; Palma, G.R.; Bon, V.J.; Reigada, C.; Moral, R.A. (2023) 37th International Workshop on Statistical Modelling Multi-state models for double transitions associated with parasitism in biological control Dortmund, Germany, | |
2023 | Jayakumari, D.; Moral, R.A.; Einbeck, J.; Hinde, J. (2023) 43rd Conference on Applied Statistics in Ireland Understanding the role of envelope width in half-normal in the context of count data Killarney, Ireland, | |
2023 | Bueno, I.; Palma, G.R.; Lara, I.A.R.; Moral, R.A.; Godoy, W.A.C. (2023) XXVI Symposium of Myrmecology: An International Ant Meeting Influence of fungus garden and brood on the cleaning behaviors of leaf-cutting ants exposed to the entomopathogenic fungus Metarhizium anisopliae Manaus, Brazil, | |
2023 | Jayakumari, D.; Einbeck, J.; Hinde, J.; Moral, R.A. (2023) 37th International Workshop on Statistical Modelling Understanding the role of conditional residual distances from simulated envelopes in half normal plots Dortmund, Germany, | |
2023 | Santos, J.R.; Takahashi, T.A.; Garcia, A.G.; Palma, G.R.; Moral, R.A.; Parra, J.R.P. (2023) 17th Brazilian Symposium of Biological Control O alimento do hospedeiro Spodoptera frugiperda (J.E. Smith) (Noctuidae) interfere no parasitismo de Aleiodes sp. n. Wesmael (Braconidae)? Bahia, Brazil, | |
2023 | Mimnagh, N.; Moral, R.A.; Parnell, A.; Prado, E.B. (2023) 43rd Conference on Applied Statistics in Ireland A multivariate N-mixture model applied to estimating the size of foraging bee populations Killarney, Ireland, | |
2023 | Palma, G.R.; Mello, R.; Godoy, W.A.C.; Engel, E.; Lau, D.; Markham, C.; Moral, R.A. (2023) 37th International Workshop on Statistical Modelling Forecasting insect abundance using time series embedding and environmental covariates Dortmund, Germany, | |
2023 | McGrane-Corrigan, B.; Mason, O.; Moral, R.A. (2023) 2023 Mathematical Ecology Conference Persistence for unimodal population maps via dispersal Pittsburgh, USA, | |
2023 | Santos, J.R.; Takahashi, T.A.; Garcia, A.G.; Palma, G.R.; Moral, R.A.; Parra, J.R.P. (2023) 17th Brazilian Symposium of Biological Control Impacto do ínstar do hospedeiro no parasitismo de Aleiodes sp. n. Wesmael (Hymenoptera: Braconidae) em Spodoptera spp. Guenée (Lepidoptera: Noctuidae) Bahia, Brazil, | |
2023 | McGrane-Corrigan, B.; Mason, O.; Moral, R.A. (2023) 43rd Conference on Applied Statistics in Ireland Inferring animal group interactions Killarney, Ireland, |
Conference Contribution
Year | Publication | |
---|---|---|
2022 | Young-ISA Committee (2022) Second Young-ISA Meeting One-day conference. Theme: Communication & Reproducibility in Statistics Online, . | |
2021 | Moral, R.A. (2021) Module on Mathematical Biology Statistical Ecology: A Very Brief Introduction Online, University of São Paulo, Brazil, . | |
2021 | Moral, R.A. (2021) II Workshop de Modelagem Matemática e Computacional Aplicada à Entomologia Statistical Modelling Applied to Entomology Online, University of São Paulo, Brazil, . | |
2021 | Maynooth Statistics Group (2021) 41st Conference on Applied Statistics in Ireland Annual conference of the Irish Statistical Association. 354 attendees Online, . | |
2021 | Moral, R.A. (2021) Module on Transversal Topics in Statistics Statistical Ecology: A Very Brief Introduction Online, Federal University of Paraná, Brazil, . | |
2021 | Moral, R.A. (2021) Virtual Ongoing Interdisciplinary Collaborations on Educating with Song Teaching Statistics Through Musical Parodies Online, . | |
2021 | Moral, R.A. (2021) WNAR Meeting Estimating Abundance from Animal Traces Online, Alaska, USA, . | |
2021 | Moral, R.A. (2021) Dell Data Science Week Image Analysis Online, . | |
2021 | Moral, R.A. (2021) Omega Talks Data Science Joint N-Mixture Models to Estimate Animal Abundance Onlne, organised by the Federal University of Paraná, Brazil, . | |
2021 | Moral, R.A. (2021) Maths Week 2021 Do Statisticians Have Superpowers? Online, . | |
2021 | Moral, R.A. (2021) 2nd Operational Research Week, Casa da Pesquisa Operacional Global Short-Term Forecasting of COVID-19 Cases Online, . [Full-Text] | |
2021 | Moral, R.A. (2021) XXIX Congresso de Matemática Capricornio Estimating Animal Abundance when Data is Scarce Onlnie, Chile, . | |
2021 | Moral, R.A. (2021) 65th meeting of the Brazilian Region of the IBS Estimating Animal Abundance when Data is Scarce Online, . | |
2021 | Moral, R.A. (2021) I Encontro Internacional em Psicometria e Avaliação Neuropsicológica Teaching Statistics Through Music Online, PUC Rio de Janeiro, Brazil, . | |
2021 | Moral, R.A. (2021) MathsFest 2021 Teaching Statistics with Music (and Other Strategies) Online, . | |
2021 | Moral, R.A. (2021) Statistics Thematic Week Global Short-Term Forecasting of COVID-19 Cases Online, organised by Federal University of Bahia, Brazil, . [Full-Text] | |
2020 | Moral, R.A. (2020) Module on Mathematical Biology Statistical Ecology: A Very Brief Introduction Online, University of São Paulo, Brazil, . | |
2020 | Moral, R.A. (2020) VII Mathematics Week Topics in Data Science Online, Federal University of Acre, Brazil, . | |
2020 | Moral, R.A. (2020) PET Invites Global Short-Term Forecasting of COVID-19 Cases and Teaching Statistics through Music Online, organised by Federal University of Paraná, Brazil, . [Full-Text] | |
2019 | Moral, R.A. (2019) XVI School of Regression Models Mixed and marginal models for analysing light interception data Pirenópolis, Brazil, . | |
2019 | Young-ISA Committee (2019) Inaugural Young-ISA Meeting One-day conference, theme: Statistics in Academia vs Industry Maynooth, Ireland, . | |
2019 | Moral, R.A., Prado, E.B., Brophy, C. (2019) 1st Workshop on Ecological Data Analysis One-day workshop Maynooth, Ireland, . | |
2019 | Moral, R.A. (2019) 2nd Young Statisticians Europe Meeting How do birds compose their music? Modelling ecological and evolutionary patterns in bird song data Bucharest, Romania, . | |
2018 | Moral, R.A. (2018) R Meetup Warsaw Diagnostic plots for univariate and bivariate models (and joint models in Ecology) Warsaw, Poland, . | |
2018 | Moral, R.A., Bonat,W.H., Hinde, J., Demétrio, C.G.B., Duarte, M. (2018) 29th International Biometric Confrence Conditional and marginal models for analysing light interception data Barcelona, Spain, . | |
2018 | Moral, R.A., Hinde, J., Bonat, W., Demétrio C.G.B. (2018) 38th Conference on Applied Statistics in Ireland Modelling bounded data in plant ecology Galway, Ireland, . | |
2017 | Moral, R.A. (2017) 62nd meeting of the Brazilian Region of the IBS Models for jointly estimating abundances of two unmarked site-associated species Lavras, Brazil, . | |
2017 | Moral, R.A, Hinde, J., Demétrio, C.G.B. (2017) 37th Conference on Applied Statistics in Ireland A diagnostic plot for bivariate models Mullingar, Ireland, . | |
2016 | Moral, R.A, Hinde, J., Demétrio, C.G.B. (2016) 36th Conference on Applied Statistics in Ireland Diagnostic checking for N-mixture models applied to mite abundance data Limerick, Ireland, . | |
2016 | Moral, R.A, Hinde, J., Demétrio, C.G.B. (2016) 31st International Workshop on Statistical Modelling N-mixture models applied to zero-inflated insect abundance data Rennes, France, . | |
2015 | Moral, R.A, Hinde, J., Demétrio, C.G.B. (2015) 30th International Workshop on Statistical Modelling Assessing goodness-of-fit for accelerated failure rate models: An insect ecology case-study Linz, Austria, . | |
2014 | Moral, R.A, Hinde, J., Demétrio, C.G.B. (2014) I Workshop on Experimental Statistics hnp: Half-normal plotting in R Piracicaba, Brazil, . | |
2023 | Moral, R.A. (2023) BTIIC Workshop Profiling Television Watching Behaviour Using Bayesian Hierarchical Models Ulster University, Belfast, . | |
2023 | Moral, R.A. (2023) Hamilton Research Day Profiling Television Watching Behaviour Using Bayesian Hierarchical Models Maynooth University, . | |
2022 | Moral, R.A. (2022) Advanced Summer Camp, Maynooth University What Is Data Science? Maynooth University, . | |
2022 | Moral, R.A. (2022) VOICES Conference 2022: Virtual Ongoing Interdisciplinary Collaborations on Educating with Song Making High Quality Music Recordings in the Cheap Online, . | |
2022 | Moral, R.A. (2022) NIBIO Seminar Data from Biocontrol Studies Online, . | |
2022 | Moral, R.A. (2022) Seminar Series of the State University of Londrina, Brazil Estimating Animal Abundance in Three Difficulty Levels Online, State University of São Paulo, . | |
2022 | Moral, R.A. (2022) Omega Talks Data Science Is Facebook Listening to Me? The data scientist’s role in privacy and anonymisation Online, . | |
2022 | Moral, R.A. (2022) 3rd Conference on Statistical Models - Count & Semi-Continuous A Triple Poisson Model for Estimating Animal Abundance Université Bourgogne Franche-Comté, France, . | |
2022 | Moral, R.A. (2022) Seminar Series of the State University of Londrina, Brazil Is Facebook Listening to Me? The data scientist’s role in privacy and anonymisation Online, . | |
2022 | Moral, R.A. (2022) Seminar Series Profiling Television Watching Behaviour Using Bayesian Hierarchical Models University of São Paulo, Online, . | |
2022 | Moral, R.A. (2022) Third Young-ISA Meeting Theme: Collaborative Workflow in Data Science and Statistics University of Limerick, . |
Computer Program
Year | Publication | |
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2019 | Moral, R.A. and Fealy, R. (2019) phenModel. [Computer Program] [Link] |
Magazine Article
Reviews
Year | Publication | |
---|---|---|
2021 | Rowan N.J.; Moral R.A. (2021) Disposable face masks and reusable face coverings as non-pharmaceutical interventions (NPIs) to prevent transmission of SARS-CoV-2 variants that cause coronavirus disease (COVID-19): Role of new sustainable NPI design innovations and predictive mathematical modelling. [Reviews] [DOI] [Full-Text] |
Edited Book
Year | Publication | |
---|---|---|
2024 | Moral, R.A.;Godoy, W.A.C (Ed.). (2024) Modelling Insect Populations in Agricultural Landscapes. Cham, Switzerland: Springer, [DOI] |
Certain data included herein are derived from the © Web of Science (2024) of Clarivate. All rights reserved.
Honors and Awards
Editorial / Academic Reviews
Teaching Interests
Currently teaching
- Introduction to Statistics (ST221)
- R for Statistics and Data Science (ST203)
- Time Series (ST306)
- Topics in Data Analytics (ST662/DS406)
- Introduction to Statistics (ST122)
- Statistical Methods for Data Science (DS665)
- Statistical Computing with R (ST366)
- Probability (ST461)
- Introduction to Data Science II (DS152)