Inhomogeneous Markov Models for Describing Driving Patterns

Iversen, Jan Emil Banning ; Møller, Jan Kloppenborg ; Morales González, Juan Miguel ; Madsen, Henrik

Type: Report - Report

Development of a restricted state space stochastic differential equation model for bacterial growth in rich media

Møller, Jan Kloppenborg ; Philipsen, Kirsten Riber ; Christiansen, Lasse Engbo ; Madsen, Henrik

in journal: Journal of Theoretical Biology (ISSN: 0022-5193) (DOI: http://dx.doi.org/10.1016/j.jtbi.2012.04.015), vol: 305, pages: 78-87, 2012

Type: Journal article - Journal article

DOI: 10.1016/j.jtbi.2012.04.015

A formal statistical approach to representing uncertainty in rainfall-runoff modelling with focus on residual analysis and probabilistic output evaluation - Distinguishing simulation and prediction

Breinholt, Anders ; Møller, Jan Kloppenborg ; Madsen, Henrik ; Mikkelsen, Peter Steen

in journal: Journal of Hydrology (ISSN: 0022-1694) (DOI: http://dx.doi.org/10.1016/j.jhydrol.2012.09.014), vol: 472-473, pages: 36-52, 2012

Type: Journal article - Journal article

DOI: 10.1016/j.jhydrol.2012.09.014

Evaluation of probabilistic flow predictions in sewer systems using grey box models and a skill score criterion

Thordarson, Fannar Ørn ; Breinholt, Anders ; Møller, Jan Kloppenborg ; Mikkelsen, Peter Steen ; Grum, M. ; Madsen, Henrik

in journal: Stochastic Environmental Research and Risk Assessment (ISSN: 1436-3240) (DOI: http://dx.doi.org/10.1007/s00477-012-0563-3), vol: 26, issue: 8, pages: 1151-1162, 2012

Type: Journal article - Journal article

DOI: 10.1007/s00477-012-0563-3

Structural Identification and Validation in Stochastic Differential Equation based Models

Møller, Jan Kloppenborg ; Carstensen, Jacob ; Madsen, Henrik

in journal: Journal of the Royal Statistical Society, Series C, 2011

Type: Journal article - Journal article

Parameter estimation in a simple stochastic differential equation for phytoplankton modelling

Møller, Jan Kloppenborg ; Madsen, Henrik ; Carstensen, Jacob

in journal: Ecological Modelling (ISSN: 0304-3800) (DOI: http://dx.doi.org/10.1016/j.ecolmodel.2011.03.025), vol: 222, issue: 11, pages: 1793-1799, 2011

Type: Journal article - Journal article

DOI: 10.1016/j.ecolmodel.2011.03.025

Grey Box Modelling of Flow in Sewer Systems with State Dependent Diffusion

Breinholt, Anders ; Thordarson, Fannar Ørn ; Møller, Jan Kloppenborg ; Grum, Morten ; Mikkelsen, Peter Steen ; Madsen, Henrik

in journal: Environmetrics (ISSN: 1180-4009) (DOI: http://dx.doi.org/10.1002/env.1135), vol: 22, issue: 8, pages: 946-961, 2011

Type: Journal article - Journal article

DOI: 10.1002/env.1135

Stochastic State Space Modelling of Nonlinear systems - With application to Marine Ecosystems

Møller, Jan Kloppenborg ; Carstensen, Niels Jacob ; Madsen, Henrik

Type: Ph.d. thesis - Ph.d. thesis

Identification of ecosystem parameters by SDE-modelling

Møller, Jan Kloppenborg ; Madsen, Henrik ; Carstensen, Jacob

Type: Sound/Visual production (digital) - Sound/Visual production (digital)

Presented at: 21st Annual conference of the International Environmetrics Society, Margarita Island, Venezuella

From State Dependent Diffusion to Constant Diffusion in Stochastic Differential Equations by the Lamperti Transform

Møller, Jan Kloppenborg ; Madsen, Henrik

Type: Report - Report

Dynamic two state stochastic models for ecological regime shifts

Møller, Jan Kloppenborg ; Carstensen, Niels Jacob ; Madsen, Henrik ; Andersen, Tom

in journal: Environmetrics (ISSN: 1180-4009) (DOI: http://dx.doi.org/10.1002/env.962), vol: 20, issue: 9, pages: 912-927, 2009

Type: Journal article - Journal article

DOI: 10.1002/env.962

Parameter Estimation in State Space Models with Multiplicative Noise - Examples

Møller, Jan Kloppenborg ; Carstensen, Niels Jacob ; Madsen, Henrik

Type: Report - Report

Combined Forecast and Quantile Regression for Wind Power Prediction

Møller, Jan Kloppenborg ; Madsen, Henrik ; Nielsen, Henrik Aalborg

Type: Report - Report

Time-adaptive quantile regression

Møller, Jan Kloppenborg ; Nielsen, Henrik Aalborg ; Madsen, Henrik

in journal: Computational Statistics & Data Analysis (ISSN: 0167-9473) (DOI: http://dx.doi.org/10.1016/j.csda.2007.06.027), vol: 52, issue: 3, pages: 1292-1303, 2008

Type: Journal article - Journal article

DOI: 10.1016/j.csda.2007.06.027

Evaluation of Nonparametric Probabilistic Forecasts of Wind Power

Pinson, Pierre ; Møller, Jan Kloppenborg ; Nielsen, Henrik Aalborg ; Madsen, Henrik ; Kariniotakis, George N.

Type: Report - Report

Non-parametric probabilistic forecasts of wind power: required properties and evaluation

Pinson, Pierre ; Nielsen, Henrik Aalborg ; Møller, Jan Kloppenborg ; Madsen, Henrik ; Kariniotakis, Georges

in journal: Wind Energy (ISSN: 1095-4244) (DOI: http://dx.doi.org/10.1002/we.230), vol: 10, issue: 6, pages: 497-587, 2007

Type: Journal article - Journal article

DOI: 10.1002/we.230

Algorithms for Adaptive Quantile Regression - and a Matlab Implementation

Møller, Jan Kloppenborg ; Nielsen, Henrik Aalborg ; Madsen, Henrik

Type: Report - Report

Regime Shift Models for Simulation of the Interaction between Benthic and Pelagic Production

Møller, Jan Kloppenborg ; Carstensen, Niels Jacob ; Madsen, Henrik

Type: Report - Report