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Publications

2017 - 2016 - 2015 - 2014 - 2013 - 2012 - 2011 - 2010 - 2009 - 2008 - 2007 - 2006 - 2005 - 2004 - 2003 - 2002 - 2001 - 2000

2017

  • Sermad Abbas and Roland Fried. Control Charts for the Mean Based on Robust Two-Sample Tests. Journal of Statistical Computation and Simulation, vol. 87 no. 1, pages 138-155, 2017. Preprint: http://dx.doi.org/10.17877/DE290R-16999. [DOI]
  • Axel Bücher, Paul Kinsvater and Ivan Kojadinovic. Detecting breaks in the dependence of multivariate extreme-value distributions. Extremes, vol. 20 no. 1, pages 53-89, 2017. [DOI]
  • Roland Fried, Sermad Abbas, Matthias Borowski and Michael Imhoff. Online Analysis of Medical Time Series. Statistics and Its Application, vol. 4, pages 169 - 188, 2017. [DOI]
  • Katrin Hainke, Sebastian Szugat, Roland Fried and Jörg Rahnenführer. Variable selection for disease progression models: methods for oncogenetic trees and application to cancer and HIV. BMC Bioinformatics, vol. 18, page 358, 2017. [DOI]
  • Max Wornowizki, Roland Fried and Simos G. Meintanis. Fourier methods for analyzing piecewise constant volatilities. AStA Advances in Statistical Analysis, pages 1-20, 2017. [DOI]

2016

  • Sermad Abbas, Roland Fried and Ursula Gather. Detection of Local Intensity Changes in Grayscale Images with Robust Methods for Time-Series Analysis. In Stefan Michaelis, Nico Piatkowski and Marco Stolpe, editors, Solving Large Scale Learning Tasks. Challenges and Algorithms, volume 9580, pages 251-271. Springer International Publishing, 2016. [DOI]
  • Alexander Dürre, Roland Fried and Daniel Vogel. The Spatial Sign Covariance Matrix and Its Application for Robust Correlation Estimation. In S. Aivazian, P. Filzmoser and Y. Kharin, editors, Proceedings in Computer Data Analysis and Modelling 2016, volume 1, pages 13-19. BSU Publishing, 2016. Preprint: http://arxiv.org/abs/1606.02274.
  • Alexander Dürre, David E. Tyler and Daniel Vogel. On the Eigenvalues of the Spatial Sign Covariance Matrix in More than Two Dimensions. Statistics & Probability Letters, vol. 111, pages 80-85, 2016. Preprint: https://arxiv.org/abs/1512.02863. [DOI]
  • Alexander Dürre and Daniel Vogel. Asymptotics of the Two-Stage Spatial Sign Correlation. Journal of Multivariate Analysis, vol. 144, pages 54-67, 2016. Preprint: https://arxiv.org/abs/1506.02578. [DOI]
  • Svenja Fischer, Roland Fried and Martin Wendler. Multivariate Generalized Linear-Statistics of Short Range Dependent Data. Electronic Journal of Statistics, vol. 10 no. 1, pages 646-682, 2016. [DOI]
  • Paul Kinsvater. Semi- and non-parametric flood frequency analysis. PhD thesis, TU Dortmund, Dortmund, Germany, 2016. [DOI]
  • Paul Kinsvater and Roland Fried. Conditional heavy-tail behavior with applications to precipitation and river flow extremes. Stochastic Environmental Research and Risk Assessment, pages 1-15, 2016. [DOI]
  • Paul Kinsvater, Roland Fried and Jona Lilienthal. Regional Extreme Value Index Estimation and a Test of Tail Homogeneity. Environmetrics, vol. 27 no. 2, pages 103-115, 2016. Preprint: http://dx.doi.org/10.17877/DE290R-7513. [DOI]
  • Tobias Liboschik, Konstantinos Fokianos and Roland Fried. Tscount: An R Package for Analysis of Count Time Series Following Generalized Linear Models. Journal of Statistical Software, 2016. To appear. Preprint: http://dx.doi.org/10.17877/DE290R-7239. [DOI]
  • Tobias Liboschik, Pascal Kerschke, Konstantinos Fokianos and Roland Fried. Modelling Interventions in INGARCH Processes. International Journal of Computer Mathematics, vol. 93 no. 4, pages 640-657, 2016. Preprint: http://dx.doi.org/10.17877/DE290R-4981. [DOI]
  • Anita M. Thieler, Roland Fried and Jonathan Rathjens. RobPer: An R Package to Calculate Periodograms for Light Curves Based on Robust Regression. Journal of Statistical Software, vol. 69 no. 9, 2016. [DOI]
  • Tobias Voigt, Roland Fried, Wolfgang Rhode and Fabian Temme. Distance-Based Variable Generation with Applications to the FACT Experiment. Journal of Applied Statistics, vol. 43 no. 7, pages 1186-1197, 2016. [DOI]
  • Max Wornowizki and Roland Fried. Two-Sample Homogeneity Tests Based on Divergence Measures. Computational Statistics, vol. 31 no. 1, pages 291-313, 2016. [DOI]

2015

  • Matthias Borowski, Dennis Busse and Roland Fried. Robust Online-Surveillance of Trend-Coherence in Multivariate Data Streams: The Similar Trend Monitoring (STM) Procedure. Statistics and Computing, vol. 25 no. 5, pages 913-928, 2015. [DOI]
  • Herold Dehling, Roland Fried, Isabel Garcia and Martin Wendler. Change-Point Detection under Dependence Based on Two-Sample U-Statistics. In D. Dawson, R. Kulik, M. Ould Haye, B. Szyskowicz and Y. Zhao, editors, Asymptotic Laws and Methods in Stochastics - A Volume in Honour of Miklós Csörgo, pages 195-220. Springer-Verlag, New York, 2015.
  • Alexander Dürre, Roland Fried and Tobias Liboschik. Robust Estimation of (Partial) Autocorrelation. Wiley Interdisciplinary Reviews: Computational Statistics, vol. 7 no. 3, pages 205-222, 2015. Preprint: http://dx.doi.org/10.17877/DE290R-13701. [DOI]
  • Alexander Dürre, Daniel Vogel and Roland Fried. Spatial Sign Correlation. Journal of Multivariate Analysis, vol. 135, pages 89-105, 2015. Preprint: http://arxiv.org/abs/1403.7635. [DOI]
  • Hanan Elsaied and Roland Fried. Tukey's M-Estimator of the Poisson Parameter with a Special Focus on Small Means. Statistical Methods and Applications, vol. 225 no. 2, pages 191-209, 2015. [DOI]
  • Roland Fried, Inoncent Agueusop, Björn Bornkamp, Konstantinos Fokianos, Jana Fruth and Katja Ickstadt. Retrospective Bayesian Outlier Detection in INGARCH Series. Statistics and Computing, vol. 25 no. 2, pages 365-374, 2015. [DOI]
  • Alexander Munteanu and Max Wornowizki. Correcting Statistical Models via Empirical Distribution Functions. Computational Statistics, vol. 31 no. 2, pages 465-495, 2015. [DOI]
  • Daniel Vogel and Roland Fried. Robust Change Detection in the Dependence Structure of Multivariate Time Series. In Klaus Nordhausen and Sara Taskinen, editors, Modern Nonparametric, Robust and Multivariate Methods, pages 265-288. Springer International Publishing, Cham, 2015.
  • Tobias Voigt and Roland Fried. Distance Based Feature Construction in a Setting of Astronomy. In Berthold Lausen, Sabine Krolak Schwerdt and Matthias Böhmer, editors, Data Science, Learning by Latent Structures, and Knowledge Discovery, pages 475-485. Springer Berlin Heidelberg, Berlin, Heidelberg, 2015.

2014

  • Matthias Borowski and Roland Fried. Online Signal Extraction by Robust Regression in Moving Windows with Data-Adaptive Width Selection. Statistics and Computing, vol. 24 no. 4, pages 597-613, 2014. [DOI]
  • Alexander Dürre, Daniel Vogel and David E. Tyler. The Spatial Sign Covariance Matrix with Unknown Location. Journal of Multivariate Analysis, vol. 130, pages 107-117, 2014. Preprint: https://arxiv.org/abs/1307.5706. [DOI]
  • Roland Fried, Tobias Liboschik and Hanan Elsaied. On Outliers and Interventions in Count Time Series Following GLMs. Austrian Journal of Statistics, vol. 43 no. 3, pages 181-193, 2014. [DOI]
  • Claudia Köllmann, Björn Bornkamp and Katja Ickstadt. Unimodal Regression Using BernsteinSchoenberg Splines and Penalties. Biometrics, vol. 70 no. 4, pages 783-793, 2014. [DOI]
  • Tobias Voigt and Roland Fried. Modeling Cherenkov Telescope Images for Variable Construction in Classification. In Thomas Kneib, Fabian Sobotka, Jan Fahrenholz and Henriette Irmer, editors, Proceedings of the 29th International Workshop on Statistical Modelling, 2014. Accepted.
  • Tobias Voigt, Roland Fried, Michael Backes and Wolfgang Rhode. Gamma-Hadron-Separation in the MAGIC Experiment. In M. Spiliopoulou, L. Schmidt Thieme and R. Janning, editors, Data Analysis, Machine Learning and Knowledge DiscoveryStudies in Classification, Data Analysis, and Knowledge Organization, pages 115-124, Berlin, 2014. Springer. [DOI]
  • Tobias Voigt, Roland Fried, Michael Backes and Wolfgang Rhode. Threshold Optimization for Classification in Imbalanced Data in a Problem of Gamma-Ray Astronomy. Advances in Data Analysis and Classification, vol. 8 no. 2, pages 195-216, 2014. [DOI]

2013

  • Herold Dehling, Roland Fried, Olimjon Sh. Sharipov, Daniel Vogel and Max Wornowizki. Estimation of the Variance of Partial Sums of Dependent Processes. Statistics & Probability Letters, vol. 83 no. 1, pages 141-147, 2013. [DOI]
  • Oliver Morell, Dennis Otto and Roland Fried. On Robust Cross-Validation for Nonparametric Smoothing. Computational Statistics, vol. 28 no. 4, pages 1617-1637, 2013. [DOI]
  • Tim Ruhe, Martin Schmitz, Tobias Voigt and Max Wornowizki. DSEA: A Data Mining Approach to Unfolding. In Proceedings of the 33rd International Cosmic Ray Conference, Rio de Janeiro, 2013.
  • Anita Monika Thieler, Michael Backes, Roland Fried and Wolfgang Rhode. Periodicity Detection in Irregularly Sampled Light Curves by Robust Regression and Outlier Detection. Statistical Analysis and Data Mining, vol. 6 no. 1, pages 73-89, 2013. [DOI]

2012

  • Herold Dehling and Roland Fried. Asymptotic Distribution of Two-Sample Empirical U-Quantiles with Applications to Robust Tests for Structural Change. Journal of Multivariate Analysis, vol. 105 no. 1, pages 124-140, 2012. [DOI]
  • Konstantinos Fokianos and Roland Fried. Interventions in Log-Linear Poisson Autoregression. Statistical Modelling, vol. 12 no. 4, pages 299-322, 2012. [DOI]
  • Roland Fried. On the Online Estimation of Local Constant Volatilities. Computational Statistics & Data Analysis, vol. 56 no. 11, pages 3080-3090, 2012. [DOI]
  • Roland Fried, Nils Raabe and Anita Thieler. On the Robust Analysis of Periodic Nonstationary Time Series. In COMPSTAT: Proceedings in Computational Statistics, pages 245-257, Heidelberg, 2012. Physica.
  • Katrin Hainke, Jörg Rahnenführer and Roland Fried. Cumulative Disease Progression Models for Cross-Sectional Data: A Review and Comparison. Biometrical Journal, vol. 54 no. 5, pages 617-640, 2012. [DOI]
  • Miriam Lohr, Claudia Köllmann, Evgenia Freis, Birte Hellwig, Jan G. Hengstler, Katja Ickstadt and Jörg Rahnenführer. Optimal Strategies for Sequential Validation of Significant Features from High-Dimensional Genomic Data. Journal of Toxicology and Environmental Health, Part A, vol. 75 no. 8-10, pages 447-460, 2012. [DOI]
  • Nils Raabe, Anita Monika Thieler, Claus Weihs, Christian Rautert and Dirk Biermann. Modeling Material Heterogeneity by Gaussian Random Fields for the Simulation of Inhomogeneous Mineral Subsoil Machining. In Proceedings of SIMUL 2012, pages 97-102, 2012.

2011

  • Matthias Borowski, Matthias Görges, Roland Fried, Olaf Such, Christian Wrede and Michael Imhoff. Medical Device Alarms. Biomedizinische Technik/Biomedical Engineering, vol. 56 no. 2, pages 73-83, 2011. [DOI]
  • Roland Fried and Herold Dehling. Robust Nonparametric Tests for the Two-Sample Location Problem. Statistical Methods and Applications, vol. 20 no. 4, pages 409-422, 2011. [DOI]
  • Roland Fried, Konstantinos Fokianos and Hanan El Saied. Outliers and Interventions in INGARCH Time Series. In Proceedings of IWSM 2011, pages 234-239, Valencia, 2011.
  • Roland Fried and Ann Cathrice George. Median Filters and Extensions. 2011.
  • Roland Fried and Ann Cathrice George. Exponential and Holt Winters Smoothing. 2011.
  • Sebastián P. Luque and Roland Fried. Recursive Filtering for Zero Offset Correction of Diving Depth Time Series with GNU R Package diveMove. PLoS ONE, vol. 6 no. 1, page e15850, 2011. [DOI]
  • Guillermo Villa, Isabel Molina and Roland Fried. Modeling Attendance at Spanish Professional Football League. Journal of Applied Statistics, vol. 38 no. 6, pages 1189-1206, 2011. [DOI]
  • Daniel Vogel and Roland Fried. Elliptical Graphical Modelling. Biometrika, vol. 98 no. 4, pages 935-951, 2011. [DOI]

2010

  • Hanan El Saied and Roland Fried. Robust Estimation of INARCH Models, with a Special Focus on Small Means. In COMPSTAT: Proceedings in Computational Statistics, pages 967-974, Heidelberg, 2010. Physica.
  • Konstantinos Fokianos and Roland Fried. Interventions in INGARCH Processes. Journal of Time Series Analysis, vol. 31 no. 3, pages 210-225, 2010. [DOI]
  • Sarah Gelper, Roland Fried and Christophe Croux. Robust Forecasting with Exponential and HoltWinters Smoothing. Journal of Forecasting, vol. 29 no. 3, pages 285-300, 2010. [DOI]
  • Christian Jeleazcov, Ljubica Krajinovic, Tino Münster, Torsten Birkholz, Roland Fried, Jürgen Schüttler and Jörg Fechner. Precision and Accuracy of a New Device (CNAPfor Continuous Non-Invasive Arterial Pressure Monitoring: Assessment during General Anaesthesia. British Journal of Anaesthesia, vol. 105 no. 3, pages 264-272, 2010. [DOI]
  • Robin Nunkesser and Oliver Morell. An Evolutionary Algorithm for Robust Regression. Computational Statistics & Data Analysis, vol. 54 no. 12, pages 3242-3248, 2010. [DOI]
  • Karen Schettlinger, Roland Fried and Ursula Gather. Real-Time Signal Processing by Adaptive Repeated Median Filters. International Journal of Adaptive Control and Signal Processing, vol. 24 no. 5, pages 346-362, 2010. [DOI]

2009

  • Michael Imhoff, Silvia Kuhls, Ursula Gather and Roland Fried. Smart Alarms from Medical Devices in the OR and ICU. Best Practice & Research Clinical Anaesthesiology, vol. 23 no. 1, pages 39-50, 2009. [DOI]
  • Robin Nunkesser, Roland Fried, Karen Schettlinger and Ursula Gather. Online Analysis of Time Series by the Qn Estimator. Computational Statistics & Data Analysis, vol. 53 no. 6, pages 2354-2362, 2009. [DOI]

2008

  • Christophe Croux, Sarah Gelper and Roland Fried. Computational Aspects of Robust Holt-Winters Smoothing Based on M-Estimation. Applications of Mathematics, vol. 53 no. 3, pages 163-176, 2008. [DOI]
  • Roland Fried. Robust Shift Detection in Time-Varying Autoregressive Processes. Austrian Journal of Statistics, vol. 37 no. 1, pages 41-49, 2008.
  • Oliver Morell, Thorsten Bernholt, Roland Fried, Joachim Kunert and Robin Nunkesser. An Evolutionary Algorithm for LTS-Regression: A Comparative Study. In COMPSTAT: Proceedings in Computational Statistics, pages 585-593, Heidelberg, 2008. Physica.
  • Oliver Morell and Roland Fried. On Nonparametric Tests for Trend Detection in Time Series. In B. Schipp and W. Kraemer, editors, Statistical Inference, Econometric Analysis and Matrix Algebra, Festschrift in Honour of Götz Trenkler, pages 19-40. Physica, Heidelberg, 2008.
  • Robin Nunkesser, Karen Schettlinger and Roland Fried. Applying the Qn-Estimator Online. Data Analysis, Machine Learning and Applications, pages 277-284, 2008. [DOI]
  • Daniel Vogel and Roland Fried. Estimating Partial Correlations Using the Oja Sign Covariance Matrix. In COMPSTAT: Proceedings in Computational Statistics, pages 721-729, Heidelberg, 2008. Physica.
  • Daniel Vogel, Claudia Köllmann and Roland Fried. Partial Correlation Estimates Based on Signs. In Proceedings of the 1st Workshop on Information Theoretic Methods in Science and Engineering, volume 43, Tampere, 2008. TICSP series.

2007

  • Roland Fried. Robust Location Estimation under Dependence. Journal of Statistical Computation and Simulation, vol. 77 no. 2, pages 131-147, 2007. [DOI]
  • Roland Fried. On the Robust Detection of Edges in Time Series Filtering. Computational Statistics & Data Analysis, vol. 52 no. 2, pages 1063-1074, 2007. [DOI]
  • Roland Fried, Jochen Einbeck and Ursula Gather. Weighted Repeated Median Smoothing and Filtering. Journal of the American Statistical Association, vol. 102 no. 480, pages 1300-1308, 2007. [DOI]
  • Roland Fried and Ursula Gather. On Rank Tests for Shift Detection in Time Series. Computational Statistics & Data Analysis, vol. 52 no. 1, pages 221-233, 2007. [DOI]
  • Javier Morales, Marıa Eugenia Castellanos, Asunción M. Mayoral, Roland Fried and Carmen Armero. Bayesian Design in Queues: An Application to Aeronautic Maintenance. Journal of statistical planning and inference, vol. 137 no. 10, pages 3058-3067, 2007. [DOI]

2006

  • Thorsten Bernholt, Roland Fried, Ursula Gather and Ingo Wegener. Modified Repeated Median Filters. Statistics and Computing, vol. 16 no. 2, pages 177-192, 2006. [DOI]
  • Roland Fried, Thorsten Bernholt and Ursula Gather. Repeated Median and Hybrid Filters. Computational Statistics & Data Analysis, vol. 50 no. 9, pages 2313-2338, 2006. [DOI]
  • Roland Fried, Ursula Gather and Karen Schettlinger. Robust Filters for Intensive Care Monitoringbeyond the Running Median. Biomedizinische Technik, vol. 51 no. 2, pages 49-56, 2006. [DOI]
  • Roland Fried, Silvia Kuhls and Isabel Molina. Analyzing Associations in Multivariate Binary Time Series. In A. Rizzi and M. Vichi, editors, COMPSTAT: Proceedings in Computational Statistics, pages 985-992, Heidelberg, 2006. Phyisca.
  • Ursula Gather, Roland Fried and Vivian Lanius. Robust Detail-Preserving Signal Extraction. In B. Schelter, M. Winterhalder and J. Timmer, editors, Handbook of Time Series Analysis, pages 131-158. Wiley, New York, 2006.
  • Ursula Gather, Karen Schettlinger and Roland Fried. Online Signal Extraction by Robust Linear Regression. Computational Statistics, vol. 21 no. 1, pages 33-51, 2006. [DOI]

2005

  • Roland Fried and Vanessa Didelez. Latent Variable Analysis and Partial Correlation Graphs for Multivariate Time Series. Statistics & Probability Letters, vol. 73 no. 3, pages 287-296, 2005. [DOI]
  • Roland Fried, Vanessa Didelez and Vivian Lanius. Partial Correlation Graphs and Dynamic Latent Variables for Physiological Time Series. Innovations in Classification, Data Science, and Information Systems, pages 259-266, 2005. [DOI]
  • Roland Fried and Ursula Gather. Robust Trend Estimation for AR(1) Disturbances. Austrian Journal of Statistics, vol. 34, pages 139-151, 2005.

2004

  • P. Laurie Davies, Roland Fried and Ursula Gather. Robust Signal Extraction for on-Line Monitoring Data. Journal of Statistical Planning and Inference, vol. 122 no. 1-2, pages 65-78, 2004. [DOI]
  • Roland Fried. Robust Filtering of Time Series with Trends. Journal of Nonparametric Statistics, vol. 16 no. 3-4, pages 313-328, 2004. [DOI]
  • Roland Fried. An Investigation of Humus Disintegration by Spatial-Temporal Regression Analysis. Journal of Agricultural, Biological, and Environmental Statistics, vol. 9 no. 2, pages 138-157, 2004. [DOI]
  • Roland Fried and Ursula Gather. Methods and Algorithms for Robust Filtering. In COMPSTAT: Proceedings in Computational Statistics, pages 159-170, Heidelberg, 2004. Physica. [DOI]
  • Roland Fried and Michael Imhoff. On the Online Detection of Monotonic Trends in Time Series. Biometrical Journal, vol. 46 no. 1, pages 90-102, 2004. [DOI]

2003

  • Thorsten Bernholt and Roland Fried. Computing the Update of the Repeated Median Regression Line in Linear Time. Information Processing Letters, vol. 88 no. 3, pages 111-117, 2003. [DOI]
  • Roland Fried and Vanessa Didelez. Decomposability and Selection of Graphical Models for Multivariate Time Series. Biometrika, vol. 90 no. 2, pages 251-267, 2003. [DOI]
  • Roland Fried and Ursula Gather. Robust Estimation of Scale for Local Linear Temporal Trends. Tatra Mountains Mathematical Publications, vol. 26, pages 87-101, 2003.
  • Michael Imhoff, Roland Fried, Ursula Gather and Vivian Lanius. Dimension Reduction for Physiological Variables Using Graphical Modeling. AMIA Annual Symposium Proceedings, vol. 2003, pages 313-317, 2003.

2002

  • Claudia Becker and Roland Fried. Sliced Inverse Regression for High-Dimensional Time Series. In O. Opitz and M. Schwaiger, editors, Exploratory Data Analysis in Empirical Research, pages 3-12. Springer, Berlin, 2002.
  • Roland Fried. Time Series Models with Given Interactions. In C. M. Cuadras, J. Fortiana and J. A. Rodriguez Lallena, editors, Distributions with given Marginals and Statistical Modeling, pages 93-102. Kluwer, Boston, 2002.
  • Roland Fried and Ursula Gather. Fast and Robust Filtering of Time Series with Trends. In COMPSTAT: Proceedings in Computational Statistics, pages 367-372, Heidelberg, 2002. Physica.
  • Roland Fried, Ursula Gather and Michael Imhoff. Pattern Recognition in Intensive Care Online Monitoring. Studies in Fuzziness and Soft Computing, vol. 96, pages 129-172, 2002. [DOI]
  • Roland Fried, Ursula Gather, Michael Imhoff, Melanie Keller and Vivian Lanius. Combining Graphical Models and PCA for Statistical Process Control. In COMPSTAT: Proceedings in Computational Statistics, pages 237-242, Heidelberg, 2002. Physica.
  • Ursula Gather, Marcus Bauer and Roland Fried. The Identification of Multiple Outliers in Online Monitoring Data. Estadıstica, vol. 54, pages 289-338, 2002.
  • Ursula Gather and Roland Fried. Robust Preprocessing of Time Series with Trends. Informatik bewegt, pages 793-798, 2002.
  • Ursula Gather, Roland Fried, Michael Imhoff and Claudia Becker. Patterns of Dependencies in Dynamic Multivariate Data. Pattern Detection and Discovery, pages 214-226, 2002. [DOI]
  • Ursula Gather, Michael Imhoff and Roland Fried. Graphical Models for Multivariate Time Series from Intensive Care Monitoring. Statistics in Medicine, vol. 21 no. 18, pages 2685-2701, 2002. [DOI]
  • Michael Imhoff, Marcus Bauer, Ursula Gather and Roland Fried. Pattern Detection in Intensive Care Monitoring Time Series with Autoregressive Models: Influence of the Model Order. Biometrical Journal, vol. 44 no. 6, pages 746-761, 2002. [DOI]
  • Michael Imhoff, Roland Fried and Ursula Gather. Detecting Relationships between Physiological Variables Using Graphical Models.. In Proceedings of the AMIA Symposium, pages 340-344, 2002.

2001

  • Claudia Becker, Roland Fried and Ursula Gather. Applying Sliced Inverse Regression to Dynamical Data. In J. Kunert and G. Trenkler, editors, Mathematical Statistics with Applications in Biometry, pages 201-214. Josef Eul, Lohmar, 2001.
  • Roland Fried. Recursive Linear Mixed Models: Some Results on Shared Parameter Estimation. Journal of Statistical Computation and Simulation, vol. 70 no. 2, pages 135-160, 2001. [DOI]
  • Roland Fried. Autoregressive Linear Mixed Models for Investigating Humus Disintegration. Biometrical journal, vol. 43 no. 6, pages 747-766, 2001. [DOI]
  • Roland Fried. Online Detection of Trends in Time Series. In Revista de Estatistica Statistical Review, Special Issue: Proceedings of the European Congress of Statisticians I, pages 199-202, 2001.
  • Roland Fried, Johannes Eichhorn and Uwe Paar. Exploratory Analysis and a Stochastic Model for Humusdisintegration. Environmental monitoring and assessment, vol. 68 no. 3, pages 273-295, 2001. [DOI]
  • Roland Fried, Ursula Gather and Michael Imhoff. Online Pattern Recognition in Intensive Care Medicine.. In Proceedings of the AMIA Symposium, pages 184-188, 2001.
  • Ursula Gather, Roland Fried, Vivian Lanius and Michael Imhoff. Online Monitoring of High Dimensional Physiological Time Series: A Case Study. Estadıstica, vol. 53, pages 259-298, 2001.

2000

  • Marcus Bauer, Roland Fried, Ursula Gather and Michael Imhoff. Dimension Reduction for Highdimensional Online-Monitoring Data in Intensive Care.. Studies in Health Technology and Informatics, vol. 77, pages 767-771, 2000.
  • Roland Fried. Graphical and Phase Space Models for Univariate Time Series. In COMPSTAT: Proceedings in Computational Statistics, page 307, Heidelberg, 2000. Physica.
  • Roland Fried, Ursula Gather and Michael Imhoff. Online Classification of States in Intensive Care. In W. Gaul, O. Opitz and M. Schader, editors, Data Analysis. Scientific Modeling and Practical Application, pages 413-428. Springer, Berlin, 2000.
  • Roland Fried, Ursula Gather, Michael Imhoff and Marcus Bauer. Some Statistical Methods in Intensive Care Online MonitoringA Review. Medical Data Analysis, pages 67-77, 2000. [DOI]