Statistical postprocessing of ensemble forecasts S Vannitsem, DS Wilks, J Messner Elsevier, 2018 | 165 | 2018 |
Online adaptive lasso estimation in vector autoregressive models for high dimensional wind power forecasting JW Messner, P Pinson International Journal of Forecasting 35 (4), 1485-1498, 2019 | 118 | 2019 |
Heteroscedastic Censored and Truncated Regression with crch. JW Messner, GJ Mayr, A Zeileis R Journal 8 (1), 2016 | 90 | 2016 |
Extending extended logistic regression: Extended versus separate versus ordered versus censored JW Messner, GJ Mayr, DS Wilks, A Zeileis Monthly Weather Review 142 (8), 3003-3014, 2014 | 84 | 2014 |
Heteroscedastic extended logistic regression for postprocessing of ensemble guidance JW Messner, GJ Mayr, A Zeileis, DS Wilks Monthly Weather Review 142 (1), 448-456, 2014 | 84 | 2014 |
Spatial ensemble post‐processing with standardized anomalies M Dabernig, GJ Mayr, JW Messner, A Zeileis Quarterly Journal of the Royal Meteorological Society 143 (703), 909-916, 2017 | 79 | 2017 |
Nonhomogeneous boosting for predictor selection in ensemble postprocessing JW Messner, GJ Mayr, A Zeileis Monthly Weather Review 145 (1), 137-147, 2017 | 75 | 2017 |
Evaluation of wind power forecasts—An up‐to‐date view JW Messner, P Pinson, J Browell, MB Bjerregård, I Schicker Wind Energy 23 (6), 1461-1481, 2020 | 74 | 2020 |
Wind speeds at heights crucial for wind energy: measurements and verification of forecasts S Drechsel, GJ Mayr, JW Messner, R Stauffer Journal of Applied Meteorology and Climatology 51 (9), 1602-1617, 2012 | 61 | 2012 |
Spatio‐temporal precipitation climatology over complex terrain using a censored additive regression model R Stauffer, GJ Mayr, JW Messner, N Umlauf, A Zeileis International Journal of Climatology 37 (7), 3264, 2016 | 59 | 2016 |
Estimation methods for nonhomogeneous regression models: Minimum continuous ranked probability score versus maximum likelihood M Gebetsberger, JW Messner, GJ Mayr, A Zeileis Monthly Weather Review 146 (12), 4323-4338, 2018 | 57 | 2018 |
Ensemble postprocessing of daily precipitation sums over complex terrain using censored high-resolution standardized anomalies R Stauffer, N Umlauf, JW Messner, GJ Mayr, A Zeileis Monthly Weather Review 145 (3), 955-969, 2017 | 48 | 2017 |
Probabilistic wind power forecasts with an inverse power curve transformation and censored regression JW Messner, A Zeileis, J Broecker, GJ Mayr Wind Energy 17 (11), 1753-1766, 2014 | 45 | 2014 |
Statistical post‐processing of turbulence‐resolving weather forecasts for offshore wind power forecasting C Gilbert, JW Messner, P Pinson, PJ Trombe, R Verzijlbergh, P van Dorp, ... Wind Energy 23 (4), 884-897, 2020 | 33 | 2020 |
Application of postprocessing for renewable energy P Pinson, JW Messner Statistical postprocessing of ensemble forecasts, 241-266, 2018 | 28 | 2018 |
Online distributed learning in wind power forecasting B Sommer, P Pinson, JW Messner, D Obst International Journal of Forecasting 37 (1), 205-223, 2021 | 26 | 2021 |
Fine-tuning nonhomogeneous regression for probabilistic precipitation forecasts: Unanimous predictions, heavy tails, and link functions M Gebetsberger, JW Messner, GJ Mayr, A Zeileis Monthly Weather Review 145 (11), 4693-4708, 2017 | 24 | 2017 |
Probabilistic forecasts using analogs in the idealized Lorenz96 setting JW Messner, GJ Mayr Monthly weather review 139 (6), 1960-1971, 2011 | 22 | 2011 |
Ensemble postprocessing with R JW Messner Statistical Postprocessing of Ensemble Forecasts, 291-329, 2018 | 16 | 2018 |
Predicting wind power with reforecasts M Dabernig, GJ Mayr, JW Messner Weather and Forecasting 30 (6), 1655-1662, 2015 | 14 | 2015 |