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Publications

Butucea, C., Rohde, A. and Steinberger, L. (2020). Interactive versus non-interactive locally, differentially private estimation: Two elbows for the quadratic functional. (Preprint)

Butucea, C., Rohde, A. and Steinberger, L. (2020). Estimating functionals under local differential privacy. Oberwolfach Reports, to appear.

Rohde, A. and Steinberger, L. (2020). Geometrizing rates of convergence under local differential privacy constraints. The Annals of Statistics 48, 2646-2670. arXiv:1805.01422

Dette, H. and Rohde, A . (2019). Bootstrapping linear spectral statistics of high-dimensional sample covariance matrices. Oberwolfach Reports 2019, 28, 35-37.

Patschkowski, T. and Rohde, A. (2019). Locally adaptive confidence bands. The Annals of Statistics 47, 349-381. (pdf)

Jurczak, K. (2018). Weak convergence of the empirical spectral distribution of high-dimensional banded sample covariance matrices. Journal of Theoretical Probability 31, 1273-1802.

Jurczak, K. and Rohde, A. (2017). Spectral analysis of high-dimensional sample covariance matrices with missing observations. arXiv:1507.06165Bernoulli 23, 2466-2532.

Patschkowski, T. and Rohde, A. (2016). Adaptation to lowest density regions with application to support recovery. The Annals of Statistics 44, 255-287. (pdf)

Jurczak, K. and Rohde, A. (2016). Spectral analysis of high-dimensional sample covariance matrices in the missing-at-random scenario. Oberwolfach Reports 2016, 12, 606-608.

Jurczak, K. (2015). A universal expectation bound on empirical projections of deformed random matrices. Journal of Theoretical Probability 28, 650-666. 

Rohde, A. and Dümbgen, L. (2013). Statistical Inference for the Optimal Approximating Model. Probability Theory and Related Fields 155 (3-4), 839-865. 

Rohde, A. (2012). Accuracy of Empirical Projections in High Dimension. Oberwolfach Reports 2012, 14, 849-852. 

Rohde, A. and Tsybakov, A. (2011). Estimation of High-Dimensional Low Rank Matrices. The Annals of Statistics 39, 887-930. 

Rohde, A. (2011). Optimal Calibration for Multiple Testing against Local Inhomogeneity in Higher Dimension, Probability Theory and Related Fields 149, 515-559. 

Rohde, A. and Tsybakov, A. (2010). Estimation in Sparse High-Dimensional Trace Regression. Oberwolfach Reports 2010, 16, 911-913.

Rohde, A. (2008). Adaptive Goodness-of-Fit Tests based on Signed Ranks. The Annals of Statistics 36, 1346-1374. 

Rohde, A. (2006). New multiscale approaches to nonparametric statistical inference, Dissertation.

Rohde, A. and Dümbgen, L. (2005).  Prediction regions for nested model selection. Oberwolfach Reports 2005, 2640-2644.

Rohde, A. (2004). On the asymptotic equivalence and rate of convergence of nonparametric regression and Gaussian white noise. Statistics & Decisions 22, 235-243.



Unpublished Manuscripts

Jurczak, K. The critical threshold level on Kendall’s tau statistic concerning minimax estimation of sparse correlation matrices. arXiv:1408.3525

Rohde, A. Accuracy of Empirical Projections of High-Dimensional Gaussian Matrices. arXiv:1107.5481

Rohde, A. and Strauch, C. Uniform Central Limit Theorems for Multidimensional Diffusions. arXiv:1010.3604

 

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