Philipp Otto
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Generalised spatial and spatiotemporal autoregressive conditional heteroscedasticity
P Otto, W Schmid, R Garthoff
Spatial Statistics 26, 125-145, 2018
Control charts for multivariate spatial autoregressive models
R Garthoff, P Otto
AStA Advances in Statistical Analysis 101, 67-94, 2017
Spatiotemporal analysis of German real-estate prices
P Otto, W Schmid
The Annals of Regional Science 60 (1), 41-72, 2018
Stochastic properties of spatial and spatiotemporal ARCH models
P Otto, W Schmid, R Garthoff
Statistical Papers 62 (2), 623-638, 2021
Estimation of the spatial weighting matrix for spatiotemporal data under the presence of structural breaks
P Otto, R Steinert
Journal of Computational and Graphical Statistics, 1-16, 2022
Detection of spatial change points in the mean and covariances of multivariate simultaneous autoregressive models
P Otto, W Schmid
Biometrical Journal 58 (5), 1113-1137, 2016
Spatiotemporal variable selection and air quality impact assessment of COVID-19 lockdown
A Fassò, P Maranzano, P Otto
Spatial Statistics 49, 100549, 2022
spGARCH: An R-package for spatial and spatiotemporal ARCH models
P Otto
arXiv preprint arXiv:1812.01871, 2018
Spatial and Spatiotemporal GARCH Models--A Unified Approach
P Otto, W Schmid
arXiv preprint arXiv:1908.08320, 2019
Estimation of Anisotropic, Time‐Varying Spatial Spillovers of Fine Particulate Matter Due to Wind Direction
MS Merk, P Otto
Geographical Analysis 52 (2), 254-277, 2020
Online network monitoring
A Malinovskaya, P Otto
Statistical Methods & Applications 30 (5), 1337-1364, 2021
Estimation of the spatial weighting matrix for regular lattice data--An adaptive lasso approach with cross-sectional resampling
MS Merk, P Otto
Environmetrics, 2021
Directional spatial autoregressive dependence in the conditional first-and second-order moments
MS Merk, P Otto
Spatial Statistics 41, 100490, 2021
Statistical analysis of beach profiles–A spatiotemporal functional approach
P Otto, A Piter, R Gijsman
Coastal engineering 170, 103999, 2021
The helsinki bike-sharing system—insights gained from a spatiotemporal functional model
A Piter, P Otto, H Alkhatib
Journal of the Royal Statistical Society Series A: Statistics in Society 185 …, 2022
Simultaneous surveillance of means and covariances of spatial models
R Garthoff, P Otto
Stochastic Models, Statistics and Their Applications: Wrocław, Poland …, 2015
Agrimonia: a dataset on livestock, meteorology and air quality in the Lombardy region, Italy
A Fassò, J Rodeschini, AF Moro, Q Shaboviq, P Maranzano, M Cameletti, ...
Scientific Data 10 (1), 143, 2023
A general framework for spatial GARCH models
P Otto, W Schmid
Statistical Papers, 1-27, 2022
Verfahren zur Überwachung räumlicher autoregressiver Prozesse mit externen Regressoren [Statistical surveillance of spatial autoregressive processes with exogenous regressors]
R Garthoff, P Otto
AStA Wirtschafts-und Sozialstatistisches Archiv 12 (2), 107-133, 2018
Adaptive LASSO estimation for functional hidden dynamic geostatistical models
P Maranzano, P Otto, A Fassò
Stochastic Environmental Research and Risk Assessment, 1-23, 2023
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