Philipp Otto

University of Glasgow — United Kingdom

Economics, Econometrics and Finance · Social Sciences

13h-index633citations112works4.52yr avg
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Research Topics

Spatial and Panel Data Analysis(31), Air Quality and Health Impacts(14), Soil Geostatistics and Mapping(12), Air Quality Monitoring and Forecasting(11), Financial Risk and Volatility Modeling(10)

Publications112 total

A note on dynamic spatiotemporal ARCH models: small- and large-sample results
AStA Advances in Statistical Analysis·2025Open Access
Network monitoring with machine learning methods
Computers & Industrial Engineering·2025
Hybrid Statistical Process Monitoring of Wire Arc Additive Manufacturing With Frequency‐Informed Deep Learning
Quality and Reliability Engineering International·2025· 3 citedOpen Access
Forecasting Oil Volatility through Network Models with GARCH-Informed Correlation Weights
ArXiv.org·2025Open Access
Regional compositional trajectories and structural change: A spatiotemporal multivariate autoregressive framework
ArXiv.org·2025Open Access
Computational Benchmark Study in Spatio‐Temporal Statistics With a Hands‐On Guide to Optimise R
Environmetrics·2025Open Access
Editorial for the special issue on New Perspectives in Statistics, Data Science and Econometrics for Agriculture, Land Use and Forestry
Journal of Agricultural Biological and Environmental Statistics·2025Open Access
Factors influencing the usage of shared micromobility: Implications from Berlin
Journal of Cycling and Micromobility Research·2025· 4 citedOpen Access
Multidimensional Spatiotemporal Clustering – An Application to Environmental Sustainability Scores in Europe
Environmetrics·2025· 7 citedOpen Access
A Dynamic Spatiotemporal and Network ARCH Model with Common Factors
arXiv (Cornell University)·2024· 1 citedOpen Access
Characterization and spatial distribution of mesoplastics in an arable soil
European Journal of Soil Science·2024Open Access
A Markov‐switching spatio‐temporal ARCH model
Stat·2024Open Access
Spatial and spatiotemporal volatility models: A review
Journal of Economic Surveys·2024· 6 citedOpen Access
Multidimensional spatiotemporal clustering -- An application to environmental sustainability scores in Europe
arXiv (Cornell University)·2024Open Access
A multivariate spatial and spatiotemporal ARCH Model
Spatial Statistics·2024· 3 citedOpen Access
Analyzing urban crash incidents: An advanced endogenous approach using spatiotemporal weights matrix
Transactions in GIS·2024Open Access
Spatiotemporal modelling of $$\hbox {PM}_{2.5}$$ concentrations in Lombardy (Italy): a comparative study
Environmental and Ecological Statistics·2024· 20 citedOpen Access
A review of regularised estimation methods and cross-validation in spatiotemporal statistics
arXiv (Cornell University)·2024Open Access
Network log-ARCH models for forecasting stock market volatility
International Journal of Forecasting·2024· 35 citedOpen Access
A review of regularised estimation methods and cross-validation in spatiotemporal statistics
Statistics Surveys·2024· 10 citedOpen Access
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Frequent Co-authors

Paolo Maranzano(10), Alessandro Fassò(9), Jacopo Rodeschini(6), Alessandro Fusta Moro(6), Qendrim Shaboviq(6), Michela Cameletti(6), Francesco Finazzi(6), Natalia Golini(6), Rosaria Ignaccolo(6), Wolfgang Schmid(6), Robert Garthoff(4), Miryam S. Merk(4), Osman Doğan(4), Süleyman Taşpınar(4), Raffaele Mattera(3), Andreas Piter(3), Róbert Kovács(2), Alexandra Ion(2), Pedro Lopes(2), Tim Oesterreich(2)