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Staff photo Mohammad Ghorbani

Mohammad Ghorbani

I am a senior lecturer in mathematical statistics, my main research interests are spatial and spatial-temporal statistics, analysis of spatially dependent function data, and machine learning.

Works at

Affiliation
Location
MIT-huset, plan 3, Matematik och matematisk statistik, MIT.B.313 Umeå universitet, 901 87 Umeå

I am an associate professor at the Department of Mathematics and Mathematical Statistics, Umeå University, Sweden. My main research interests are spatial and spatio-temporal statistics, in particular the theory of point processes and related areas, and applications of spatial and spatio-temporal statistics in environmental sciences, climate prediction and meteorology, epidemiology, criminology, image analysis, forestry, and population growth. Currently, I am working on functionally marked point processes and spatio-temporal birth-death growth processes and their applications in modelling tree growth in space and time under changing climate conditions.

Test (Madrid), Sociedad de Estadística e Investigación Operativa (Spanish Society of Statistics and Operations Research) 2021, Vol. 30, (3) : 529-568
Ghorbani, Mohammad; Cronie, Ottmar; Mateu, Jorge; et al.
Computational Statistics & Data Analysis, Elsevier 2021, Vol. 161
Ghorbani, Mohammad; Vafaei, Nafiseh; Dvořák, Jiří; et al.
Statistical Analysis for Space-Time Data: Pragramme and Abstract Book, Eurpean Courses in Advanced Statistics (ECAS) 2019 : 7-7
Cronie, Ottmar; Ghorbani, Mohammad; Yu, Jun; et al.
20th Workshop on Stochastic Geometry, Stereology and Image Analysis 2–7 June, 2019, Sandbjerg Estate, Denmark: Abstract book : 13-13
Ghorbani, Mohammad; Cronie, Ottmar; Mateu, Jorge; et al.
Biometrics, John Wiley & Sons 2016, Vol. 217, (3) : 687-696
Møller, Jesper; Ghorbani, Mohammad; Rubak, Ege
Journal of Statistical Computation and Simulation, Taylor & Francis 2015, Vol. 85, (5) : 899-916
Møller, Jesper; Ghorbani, Mohammad
Aalborg University. Department of Mathematical Sciences
Ghorbani, Mohammad
Stochastic environmental research and risk assessment (Print), Springer 2013, Vol. 27 : 517-524
Ghorbani, Mohammad
Metrika (Heidelberg), Springer 2013, Vol. 76 : 697-706
Ghorbani, Mohammad
Turkish Journal of Mathematics, Vol. 29 : 431-438
Ghorbani, Mohammad

-Analysis of field data, 2020.

- Statistics for Engineers, 2021.

-Advanced Probability Theory, 2021.