Recent Developments in Statistics and Data Science -

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Résumé :
This volume presents a collection of twenty-five peer-reviewed articles carefully selected from the contributions presented at the XXV Congress of the Portuguese Statistical Society (2021). Containing state-of-the-art developments in theoretical and applied statistics, the book will be accessible to readers with a background in mathematics and statistics, but will also be of interest to researchers from other scientific disciplines (e.g., biology, economics, medicine), who will find a broad range of relevant applications.

Biographie:

Regina Bispo is an Assistant Professor at the Department of Mathematics of the NOVA School of Science and Technology and a research member of the NOVAMATH Centre of Mathematics and Applications. She is currently an elected member of the board of directors of the Portuguese Statistical Society (2021-2023). Over the years she has regularly collaborated as an enterprise consultant and as an integrated member on national and international research projects. She has been responsible for planning and coordinating over 20 advanced courses in Statistics, and has collaborated as Editor and referee for several international peer-reviewed journals. Her main research interests include Applied Statistics, Biostatistics, Multivariate Statistics, and Machine Learning models.

L?gia Henriques-Rodrigues is an Assistant Professor in the Mathematics Department, School of Science and Technology at the University of ?vora (Portugal) and a researcher in the Center of Mathematics and Applications,Institute for Research and Advanced Training at the same institution. She has collaborated as referee for several international peer-reviewed journals. Her main research interests are Statistics of Extremes, Nonparametric Statistics, and Computational Statistical Methods with applications to Life Sciences, Environment, Risk, Insurance and Finance.

Russell Alpizar-Jara is a professor and a former director of the Mathematics Department, School of Science and Technology and a researcher in the Centre of Mathematics and Applications, Institute for Research and Advanced Training at the University of ?vora (Portugal).  ...

Sommaire:

N. Sep?lveda, How to Increase the Visibility of Statisticians in the Modern World of Dataism?.- M. Souto de Miranda, M. C. Miranda, M. I. Gomes, A Robust Hurdle Poisson Model in the Estimation of the Extremal Index.- F. Caeiro, Maria Ivette Gomes, Computational Study of the Adaptive Estimation of the Extreme Value Index with Probability Weighted Moments.- M. I. Gomes, F. Caeiro, L. Henriques-Rodrigues , Estimation of the Weibull Tail Coefficient through the Power Mean-of-Order p.- S. Dias, M. da Gra?a Temido, On the Maximum of a Bivariate Max-INAR(1) process.- M. Cardoso, A. Martins, The Performance of a Combined Distance Between Time Series.- E. Gon?alves, D. Sousa, Zero-distorted Generalized Geometric Distribution with Application to Time Series of Counts.- A. Borges, M. R. Ramos, Clara Cordeiro, Uncovering Abnormal Water Consumption Patterns for Sustainability's Sake: A Statistical Approach.-  P. Fernando Cabral dos Anjos Junior, P. Milheiro-Oliveira, Modeling and Forecasting Wind Energy Production by Stochastic Differential Equations.- A. Monteiro, M. Luc?lia Carvalho, I. Figueiredo, P. Sim?es, I. Nat?rio, Intensity-Dependent Point Processes.- P. Sim?es, M. Luc?lia Carvalho, I. Figueiredo, A. Monteiro, I. Nat?rio, Geostatistical Sampling Designs Under Preferential Sampling for Black Scabbardfish.- C. Goldstein, R. Bispo, Miguel Espinosa, Modeling Residential Adoption of Solar Photovoltaic Systems.-  D. Pereira, A. Afonso, Comparison of Semiparametric Approaches to Two-way ANOVA in the Presence of Heteroscedastity.- P. Infante, A. Afonso, G. Jacinto, L. Rego, P. Nogueira, M. Silva, V. Nogueira, J. Saias, P. Quaresma, D. Santos, P. G?is, P. Rebelo Manuel, Some Determinants for Road Accidents Severity in the District of Set?bal.- J. Malato, L. Gra?a, N. Sepulveda, Impact of Misclassification and Imperfect Serological Tests in Association Analyses of ME/CFS Applied to COVID-19 data.- A. Fonseca, C. Cordeiro, N. Sepulveda, Identification of Immune Responses Predictive of Clinical Protection Against Malaria.- V. Velasco-Pardo, M. Papathomas, A. Lynch, Statistical Challenges in Mutational Signature Analyses of Cancer Sequencing Data.- A. Lynch, M. Smith, M. Eldridge, S. Tavar?, PCR Duplicate Proportion Estimation and Consequences for DNA Copy Number Calculations.- R. S?o Jo?o, A. Cardoso, T. Dias Domingues, M. Fradinho, V. Silva, A. Feliciano, A Retrospective Study on Obstructive Sleep Apnea.-  R. Sousa, I. Pereira, M. E. Silva, Censored Multivariate Linear Regression Model.- A. Carvalho, D. Vaz, T. Silva, C. Casaca, A Methodology to Reveal Terrain Effects from Wind Farm SCADA Data Using a Wind Signature Sousa Concept.- M. C. Miranda, Robust FGLS estimator for Panel Data.- I. Sousa-Ferreira, C. Rocha, A. M. Abreu, The Extended Chen-Poisson Marginal Rate Model for Recurrent Gap Time Data.- E. Bernieri, Miguel de Carvalho, On Classical Measurement Error Within a Bayesian Nonparametric Framework.