Ph.D. theses

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2016

Statistical inference in high-dimensional models
Ruben M.L. Dezeure
Doctoral Thesis, Zürich, ETH Zürich, 2016.
Statistical inference on pathogen entry into human cells
Anna M. Drewek
Doctoral Thesis, Zürich, ETH-Zürich, 2016.
Causal inference in semiparametric and nonparametric structural equation models
Jan Ernest
Doctoral Thesis, Zürich, ETH Zürich, 2016.
Penalized Least Squares and Quadratic Forms
Edgar A. Muro Jimenez
Doctoral Thesis, Zürich, ETH Zürich, 2016.

2015

Hierarchical and Sequentially Rejective Testing Methods for High-Dimensional Regression with Correlated Variables
Jacopo Mandozzi
Doctoral Thesis, Zürich, ETH-Zürich, 2015.
Estimating Causal Networks from Multivariate Observational Data
Christopher Nowzohour
Doctoral Thesis, Zürich, ETH-Zürich, 2015.

2014

Statistical Methods to Analyze Climate Model Output
Christian Kerkhoff
Doctoral Thesis, Zürich, ETH-Zürich, 2014.
L₁-Regularization for Non-linear Models
Patric Müller
Doctoral Thesis, Zürich, ETH-Zürich, 2014.

2013

Ensemble Kalman Filtering and Generalizations
Marco Frei
Doctoral Thesis, Zürich, ETH-Zürich, 2013.
Physics based dynamic modeling of space-time data
Fabio Roman Albert Sigrist
Doctoral Thesis, Zürich, ETH, 2013.

2012

Understanding human functioning and disability using graphical models
Bernd Alois Günter Fellinghauer
Doctoral Thesis, Zürich, ETH, 2012.
Protein inference and quantification with statistical models
Sarah Gerster
Doctoral Thesis, Zürich, ETH, 2012.
Nonasymptotic bounds for empirical processes and regression
Johannes Lederer
Doctoral Thesis, Zürich, ETH Zürich, 2012.
Novel strategies for online detection of doping compounds in breath using secondary electrospray ionization mass spectrometry
Lukas Christian Meier
Doctoral Thesis, Zürich, ETH, 2012.
Restricted structural equation models for causal inference
Jonas Martin Peters
Doctoral Thesis, Zürich, ETH, 2012.
High-dimensional estimation using graphical models and clustering
Philipp Arthur Rütimann
Doctoral Thesis, Zürich, ETH, 2012.
Statistical Inference using High-Throughput Data in Systems Biology
Daniel J. Stekhoven
Doctoral Thesis, Zürich, ETH, 2012.

2011

Monte Carlo simulation for estimating rare event probabilities and parameters in Markov process models
Michael Amrein
Doctoral Thesis, Zürich, ETH, 2011.
High-Dimensional Gaussian and Generalized Linear Mixed Models
Jürg Schelldorfer
Doctoral Thesis, Zürich, ETH, 2011.

2010

Oracle inequalities using truncation and cross-validation
Charles Moverly Mitchell
Doctoral Thesis, Zürich, ETH Zürich, 2010.
EM-type algorithms for non-convex and high-dimensional problems
Nicolas Städler
Doctoral Thesis, Zürich, ETH, 2010.

2009

Bayesian statistical methods for the analysis of multi-model climate predictions
Christoph Markus Buser
Doctoral Thesis, Zürich, ETH, 2009.
High-dimensional log-linear model selection with applications in molecular biology
Corinne Dahinden
Doctoral Thesis, Zürich, ETH-Zürich, 2009.
Statistical tools for palaeo data
Patricia Menéndez Galván
Doctoral Thesis, Zürich, ETH-Zürich, 2009.

2008

On model selection in additive regression
Nicoleta-Francisca Gosoniu
Doctoral Thesis, Zürich, ETH-Zürich, 2008.
Estimating high-dimensional dependence structures with the PC-algorithm
Markus Kalisch
Doctoral Thesis, Zürich, ETH-Zürich, 2008.
High-dimensional regression problems with special structure
Lukas D. Meier
Doctoral Thesis, Zürich, ETH-Zürich, 2008.
Fast rates of convergence for adaptive classification
Bernadetta Tarigan
Doctoral Thesis, Zürich, ETH-Zürich, 2008.

2007

Modelling of random Porous Media using Minkowski-Functionals
Maik A. Berchtold
Doctoral Thesis, Zürich, ETH-Zürich, 2007.
Statistical decisions based directly on the likelihood function
Marco E.G.V. Cattaneo
Doctoral Thesis, Zürich, ETH, 2007.

2006

Extensions of L2Boosting and an application of LogitBoost
Roman Lutz
Doctoral Thesis, Zürich, ETH-Zürich, 2006.

1997

Mechanismus, Kinetik und Selektivität der Ethyl-Wittig-Reaktion von Cyclohexylmethylketon
Lukas Arthur Meier
Doctoral Thesis, Zürich, ETH Zürich, 1997.
 
 
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