Umweltstatistik – Enviromental Statistics
Betreuung durch:
(1) | Estimating and Predicting a Spatial Process using Experimental Variogram Fitting - Schätzung und Vorhersage eines Räumlichen Prozesses unter Benutzung des Experimentalen Variograms (Master - Topic)
Genton, M. G. (1998). Variogram Fitting by Generalized Least Squares Using an Explicit Formula for the Covariance Structure, Mathematical Geology, Vol. 30, No. 4 |
(2) | Optimal Measurement Network Design – Minimizing the Kriging Variance - Optimales Messnetzwerkdesign – Minimierung des Kriging Fehlers (Master - Topic)
Clark, I.(1979). Practical Geostatistics. Essex, England: Applied Science Publishers Müller, W. G. and Zimmerman, D. L. (1999). Optimal Designs for Variogram Estimation, Environmetrics, Vol. 10, 23-37 |
(3) | Modellierung von erneuerbaren Energien – Modelling of Renewable Energy (Bachelor/Master - Topic)
C. A. Glasbey and D. J. Allcroft (2008) A spatiotemporal auto-regressive moving average model for solar radiation. Journal of the Royal Statistical Society, 57, 343-355. Haslett, J. and Raftery, A. E. (1989), Space-time Modelling with Long-memory Dependence: Assessing Ireland's Wind Power Resource. App. Statist., 38,1, 1-50. |
(4) | Analyse und Evaluation von Schadstoffindizes - Analyzing and Evaluating Indices of Pollutants (Bachelor/Master - Topic)
Bruno. F. and Cocchi D. (2007). Recovering information from synthetic air quality indexes. Environmetrics, 18, 345-359. Hamilton, J. (1994). Time series analysis, Princeton University Press, New Jersey. |
(5) | Vorhersage von Zeitreihen und deren Erklärungskraft anhand von Umweltdaten – Time Series and their Power to Forecast (Bachelor/Master - Topic)
Hussain, S., Elbergali, A., Al-Masri , A. and Shu, G. (2004). Parsimonious modelling, testing and forecasting of long-range dependence in wind speed, Environmetrics, 15:151-171. Taylor, J.W., Mcsharry, P.E. and Buizza, R. (2009). Wind power density forecasting using ensemble predictions and time series models, IEEE Transactions on Energy Conversion, 24:775-782. |
(6) | Spectral Analysis of Time Series and their Application to Environmental Data - Spektralanalyse von Zeitreihen und deren Anwendung in Bezug auf Umweltdaten (Master - Topic)
Brockwell, P. and Davis, R. A. (1996). Introduction to time series and forecasting, Springer, New York. Hamilton, J.D. (1994). Time series analysis, Princeton University Press, New Jersey. Alpuim, T. and El-Shaarawi, A. (2009). Modeling monthly temperature data in Lisbon and Prague, Environmetrics, 20:835-852. |
(7) | Non- or Semiparametric Modelling of Pollutants - Nicht- oder semiparametrische Modellierung von Schadstoffen (Master - Topic)
Ichimura, H.(1993). Semiparametric least squares (SLS) and weighted SLS estimation of single-index model, Journal of Econometrics, 58:71-120. |