Education
B.Sc. in Mathematics (2014) - University of Coimbra, Portugal.
B.Ed. in Mathematics (2015) - Unisinos, Brazil.
M.Sc. (2017) and Ph.D. (2021) in Mathematics: Probability and Statistics - Federal University of Rio Grande do Sul, Brazil.
Research Interests
Goodness-of-fit tests, multivariate statistics, skewed distributions, and time series.
Selected Publications
Wang, K., Karling, M.J., Arellano-Valle, R.B., Genton, M.G. (2024). "Multivariate unified skew-t distributions and their properties". Journal of Multivariate Analysis, 203 (105322).
Karling, M.J., Genton, M.G., Meintanis, S.G. (2023). "Goodness-of-fit tests for multivariate skewed distributions based on the characteristic function". Statistics and Computing, 33 (99).
Karling, M.J., Lopes, A.O, Lopes, S.R.C. (2023). "Explicit bivariate rate functions for large deviations in AR(1) and MA(1) processes with Gaussian innovations". Probability, Uncertainty and Quantitative Risk, 8 (2), 177-212.
Karling, M.J., Lopes, S.R.C., de Souza, R.M. (2022). "Multivariate α-stable distributions: VAR(1) processes, measures of dependence and their estimations". Journal of Multivariate Analysis, 195 (105153).
Karling, M.J., Lopes, A.O, Lopes, S.R.C. (2022). "Pentadiagonal matrices and an application to the centered MA(1) stationary Gaussian process". International Journal of Applied Mathematics and Statistics, 61, 1-22.
Karling, M.J., Lopes, S.R.C., de Souza, R.M. (2021). "A Bayesian approach for estimating the parameters of an α-stable distribution". Journal of Statistical Computation and Simulation, 91, 1713-1748.
Al-Khawarzmi Distinguished Professor,
Statistics