Preprints der Mitglieder der Forschergruppe FOR916 zum gemeinsamen Thema "Statistical Regularization and Qualitative Constraints".
Für erschienene (und aktuellere) Arbeiten siehe auch folgenden Link:
| Jahr |
# |
Autoren |
Titel |
Link |
| 2012 |
3 |
M. Hebiri et al. |
How Correlations Influence Lasso Prediction
|
PDF |
| 2012 |
2 |
A. Krajina |
A method of moments estimator of tail dependence in meta-elliptical models
|
published |
| 2012 |
1 |
M. Chichignoud et al. |
A Robust, Fully Adaptive M-estimator for Pointwise Estimation in Heteroscedastic Regression
|
PDF |
| 2011 |
8 |
S. van de Geer et al. |
The Lasso, correlated design, and improved oracle inequalities
|
PDF |
| 2011 |
7 |
J. Lederer et al. |
New Concentration Inequalities for Suprema of Empirical Processes
|
PDF |
| 2011 |
6 |
S. van de Geer et al. |
The Bernstein-Orlicz norm and deviation inequalities
|
PDF |
| 2011 |
5 |
J. Schelldorfer et al. |
GLMMLasso: An Algorithm for High-Dimensional Generalized Linear Mixed Models Using l1-Penalization
|
PDF |
| 2011 |
4 |
F. Dunker et al. |
Iterative Estimation of Solutions to Noisy Nonlinear Operator Equations in Nonparametric Instrumental Regression |
PDF |
| 2011 |
3 |
J. Einmahl et al. |
Estimating extreme bivariate quantile regions |
PDF |
| 2011 |
2 |
K. Frick et al. |
Statistical Multiresolution Dantzig Estimation in Imaging: Fundamental Concepts and Algorithmic Framework |
published |
| 2011 |
1 |
J. Einmahl et al. |
An M-Estimator For Tail Dependence In Arbitrary Dimensions |
PDF |
| 2010 |
33 |
K. Frick et al. |
Morozov's principle for the augmented Lagrangian method applied to linear inverse problems |
published |
| 2010 |
32 |
M. Hoffmann et al. |
Nonparametric estimation of the volatility under microstructure noise: wavelet adaptation |
PDF |
| 2010 |
31 |
J. Woerner |
Analyzing the fine structure of continuous time stochastic processes |
published |
| 2010 |
30 |
M. Scheuerer et al. |
Covariance Models for Random Vector Fields |
PDF |
| 2010 |
29 |
T. Krivobokova et al. |
Simultaneous Confidence Bands for Penalized Spline Estimators |
PDF |
| 2010 |
28 |
T. Hohage et al. |
Acceleration techniques for regularized Newton methods applied to electromagnetic inverse medium scattering problems |
published |
| 2010 |
27 |
K. Yu et al. |
Semiparametric Regression: Efficiency Gains From Modeling the Nonparametric Part |
published |
| 2010 |
26 |
Y. Lee et al. |
Backfitting and smooth backfitting for additive quantile models |
published |
| 2010 |
25 |
J. Horowitz et al. |
Oracle-efficient Nonparametric Estimation Of An Additive Model With An Unknown Link Function |
published |
| 2010 |
24 |
B. Fitzenberger et al. |
New Insights on Unemployment Duration and Post Unemployment Earnings in Germany: Censored Box-Cox Quantile Regression at Work |
published |
| 2010 |
23 |
B. Fitzenberger et al. |
Unemployment Durations in West-Germany Before and After the Reform of the Unemployment Compensation System during the 1980s |
published |
| 2010 |
22 |
E. Mammen et al. |
Do-validation for Kernel Density Estimation |
PDF |
| 2010 |
21 |
E. Mammen et al. |
Backfitting Tests in Additive Interaction Models |
PDF |
| 2010 |
20 |
M. Hebiri et al. |
The Smooth-Lasso and other l1 + l2-penalized methods |
published |
| 2010 |
19 |
E. Mammen et al. |
Generalised Linear Time Series Regression |
PDF |
| 2010 |
18 |
E. Porcu et al. |
From Schoenberg to Pick-Nevanlinna: towards a complete picture of the variogram class |
PDF |
| 2010 |
17 |
M. Ruiz-Medina et al. |
The Dagum and auxiliary covariance families: towards reconciling two parameter models that separate fractal dimension and Hurst Effect |
published |
| 2010 |
16 |
A. Munk et al. |
Lower bounds for volatility estimation in microstructure noise models |
published |
| 2010 |
15 |
K. Frick et al. |
Shape Constrained Regularisation by Statistical Multiresolution for Inverse Problems: Asymptotic Analysis |
PDF |
| 2010 |
14 |
S. Hoderlein et al. |
Nonparametric Models in Binary Choice Fixed Effects Panel Data |
PDF |
| 2010 |
13 |
N. Städler et al. |
l1-Penalization for Mixture Regression Models |
published |
| 2010 |
12 |
J. Dai & S. Sperlich |
Simple and Effective Boundary Correction for Kernel Densities and Regression with an Application to the World Income and Engel Curve Estimation |
published |
| 2010 |
11 |
J. Buhmann |
Information theoretic model validation for clustering |
published |
| 2010 |
10 |
N. Heidenreich et al. |
Bandwidth Selection Methods for Kernel Density Estimation - What is a reasonable choice? |
PDF |
| 2010 |
9 |
S. Zhou |
Thresholded Lasso for high dimensional variable selection and statistical estimation |
PDF |
| 2010 |
8 |
L. Wichert & R. Wilke |
Which factors safeguard employment? An analysis with misclassified German register data. |
published |
| 2010 |
7 |
D. Schuhmacher et al. |
Multivariate Log-Concave Distributions as a Nearly Parametric Model |
published |
| 2010 |
6 |
K. Pendakur et al. |
Semiparametric Indirect Utility and Consumer Demand |
published |
| 2010 |
5 |
S. van de Geer et al. |
Prediction and variable selection with the adaptive Lasso |
PDF |
| 2010 |
4 |
L. Dümgben et al. |
Approximation by Log-Concave Distributions with Applications to Regression |
published |
| 2010 |
3 |
L. Dümgben et al. |
Nemirovski's Inequalities Revisited |
published |
| 2010 |
2 |
S. van de Geer |
The Lasso with within group structure |
published |
| 2010 |
1 |
J. Schelldorfer et al. |
Estimation for High-Dimensional Linear Mixed-Effects Models Using l1-Penalization |
published |
| 2009 |
21 |
M. Claassen et al. |
Proteome Coverage Prediction for Integrated Proteomics Datasets |
published |
| 2009 |
20 |
O. Linton et al. |
Nonparametric Regression with Filtered Data |
published |
| 2009 |
19 |
S. Zhou |
Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation |
published |
| 2009 |
18 |
S. Zhou |
Restricted Eigenvalue Conditions on Subgaussian Random Matrices |
PDF |
| 2009 |
17 |
S. Dlugosz et al. |
Fixing the leak: Unemployment incidence before and after the 2006 reform of unemployment benefits in Germany |
PDF |
| 2009 |
16 |
S. Dlugosz et al. |
The Value of the Last Digit - Statistical Fraud Detection with Digit Analysis |
published |
| 2009 |
15 |
L. Wasserman et al. |
A Statistical Framework for Differential Privacy |
published |
| 2009 |
14 |
P. Bühlmann et al. |
Variable selection in high-dimensional linear models: partially faithful distributions and the PC-simple algorithm |
published |
| 2009 |
13 |
N. Meinshausen et al. |
Stability Selection |
published |
| 2009 |
12 |
C. Dahinden et al. |
Decomposition and Model Selection for Large Contingency Tables |
published |
| 2009 |
11 |
K. Lounici et al. |
Taking Advantage of Sparsity in Multi-Task Learning |
published |
| 2009 |
10 |
M. Schlather |
Some covariance models based on normal scale mixtures |
published |
| 2009 |
9 |
S. Gerster et al. |
Protein and gene model inference based on statistical modeling in k-partite graphs |
published |
| 2009 |
8 |
T. Hotz et al. |
Locally adaptive image denoising by a statistical multiresolution criterion |
PDF |
| 2009 |
7 |
F. Balabdaoui et al. |
The likelihood ratio test for non-standard hypotheses near the boundary of the null – with application to the assessment of non–inferiority |
published |
| 2009 |
6 |
S. Huckemann et al. |
Möbius deconvolution on the hyperbolic plane with application to impedance density estimation |
published |
| 2009 |
5 |
K. Frick & O. Scherzer |
Regularization of ill-posed linear equations by the non-stationary Augmented Lagrangian method |
published |
| 2009 |
4 |
A. Munk et al. |
Nonparametric Estimation of the Volatility Function in a High-Frequency Model corrupted by Noise |
published |
| 2009 |
3 |
V. Zastavnyi et al. |
Characterization Theorems for the Gneiting class of Space-Time covariances |
published |
| 2009 |
2 |
S. Sperlich et al. |
Local Polynomial Inference for Small Area Statistics: Estimation, Validation and Prediction |
published |
| 2009 |
1 |
T. Cai et al. |
Sharp minimax estimation of the variance of Brownian motion corrupted with Gaussian noise. |
published |
| 2008 |
6 |
C. Conrad et al. |
Nonparametric Regression On Latent Covariates with an Application to Semiparametric GARCH-in-Mean Models |
PDF |
| 2008 |
5 |
B. Fitzenberger et al. |
Union Density and Varieties of Coverage: The Anatomy of Union Wage Effects in Germany |
PDF |
| 2008 |
4 |
I. Moral-Arce et al. |
Analyzing Semiparametrically Trends in the Gender Pay Gap - The Case of Spain |
PDF |
| 2008 |
3 |
I. Moral-Arce et al. |
Feasible Semiparametric Estimation of Censored Expenditure Equations |
PDF |
| 2008 |
2 |
Z. Kabluchko et al. |
Shao’s theorem on the maximum of standardized random walk increments for multidimensional arrays |
published |
| 2008 |
1 |
L. Boysen et al. |
Jump estimation in inverse regression |
published |
