Melanie Birke



Sprechzeiten:

Nach Vereinbarung

Arbeitsgebiete:

Nichtparametrische Regression unter qualitativen Annahmen
Testen auf strukturelle Annahmen im Regressionsmodell
Multivariate Statistik bei hochdimensionalen Daten

Statistische Beratung:

Statistische Beratung

Publikationen:


Begutachtete Veröffentlichungen:

Birke, M., Dette, H. und Stahljans, K. (2011). Testing symmetry of a nonparametric bivariate regression function. Journal of Nonparametric Statistics 23(2), 547-565.

Birke, M. (2009). Shape constrained kernel density estimation. Journal of Statistical Planning and Inference 139, 2851-2862.

Bissantz, N. und Birke, M. (2009). Asymptotic normality and confidence intervals for inverse regression models with convolution-type operators. Journal of Multivariate Statistics 100(10), 2364-2375.

Birke, M. and Dette, H. (2009.) A note on some random orthogonal polynomials on a compact interval. Proceedings of the American Mathematical Society 137(10), 3511-3522.

Birke, M und Pilz. K.F. (2009). Nonparametric option pricing with no-arbitrage constraints. Journal of Financial Econometrics 7, 53-76.

Birke, M. und Dette, H. (2008). A note on estimating a monotone regression function by combining kernel and density estimates. Journal of Nonparametric Statistics 20, 679-691.

Birke, M. (2008). Central limit theorems for the integrated squared error of derivative estimators. Statistics & Probability Letters 78, 1903-1913.

Birke, M. und Dette, H. (2007). Estimating a convex function in nonparametric regression. Scand. J. Statist. 34, 384–404.

Birke, M. und Dette, H. (2007). Testing strict monotonicity in nonparametric regression. Mathematical Methods of Statistics 16(2), 110-123.

Birke, M. and Dette, H. (2005). A note on testing the covariance matrix for large dimension. Statistics & Probability Letters 74, 281-289.


Eingereichte Veröffentlichungen/Preprints/Technical Reports:

Birke, M. and Bissantz, N. (2011). Testing for symmetries in multivariate inverse problems, Preprint.

Birke, M. and Neumeyer, N. (2010). Testing monotonicity of regression functions -- an empirical process approach. Technical Report SFB 823 .

Birke, M. und Bissantz, N. (2008). Shape constrained estimators in inverse regression models with convolution-type operator. Technical report SFB 475 .

Birke, M., Bissantz, N. und Holzmann, H. (2008). Confidence bands for inverse regression models -- with application to gel electrophoresis, Preprint.