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2013

  • Thieler, A.M., Backes, M., Fried, R., Rhode, W. (2013), "Periodicity detection in irregularly sampled light curves by robust regression and outlier detection", Statistical Analysis and Data Mining 6 (1), 73-89.
  • Dehling, H., Fried, R., Sharipov, O.Sh., Vogel, D., Wornowizki, M. (2013), "Estimation of the Variance of Partial Sums of Dependent Processes", Statistics & Probability Letters 83 (1), 141–147.

2012

  • Lohr, M., Köllmann, C., Freis, E., Hellwig, B., Hengstler, J.G., Ickstadt, K., Rahnenführer, J. (2012), "Optimal strategies for sequential validation of significant features from high-dimensional genomic data", J Toxicol Environ Health A 75 (8-10), 447–460.
  • Raabe, N., Thieler, A.M., Weihs, C., Fried, R., Rautert, C., Biermann, D. (2012), "Modeling Material Heterogeneity by Gaussian Random Fields for the Simulation of Inhomogeneous Mineral Subsoil Machining", Proceedings of SIMUL 2012, 97-102.
  • Hainke, K., Rahnenführer, J., Fried, R. (2012), "Cumulative disease progression models for cross-sectional data: A review and comparison", Biometrical Journal 54 (5), 617-640.
  • Dehling, H., Fried, R. (2012), "Asymptotic Distribution of Two-Sample Empirical U-Quantiles with Applications to Tests for Structural Change", Journal of Multivariate Analysis 105, 124-140.
  • Fokianos, K., Fried, R. (2012), "Interventions in Log-linear Poisson Autoregression", to appear in Statistical Modelling.
  • Fried, R. (2012), "On the online estimation of local constant volatilities", Computational Statistics and Data Analysis, 1st issue of the Annals of Computational and Financial Econometrics, 3080-3090.
  • Fokianos, K., Fried, R. (2012), "Interventions in log-linear Poisson Autoregression", Statistical Modelling 12, 299-322.
  • Fried, R., Raabe, N., Thieler, A. (2012), "On the robust analysis of periodic nonstationary time series", Proceedings in Computational Statistics COMPSTAT 2012, 245-257.
  • Morell, O., Otto, D., Fried, R. (2012), "On robust cross-validation for nonparametric smoothing", to appear in Computational Statistics.
  • Voigt, T., Backes, M., Fried, R. und Rhode, W. (2012), "Gamma-Hadron-Separation in the MAGIC Experiment", to appear in Proceedings of GfKl 2012.

2011

  • Fried, R., George, A.C. (2011), "Exponential and Holt Winters Smoothing", in Lovric, M. (Ed.): International Encyclopedia of Statistical Science, Springer, 488–490.
  • Fried, R., George, A.C. (2011), "Median filters and Extensions", in Lovric, M. (Ed.): International Encyclopedia of Statistical Science, Springer, 806.
  • Fried, R., El Saied, H., Fokianos, K. (2011), "Outliers and Interventions in INGARCH Time Series", in Conesa, D.  et al. (Ed.): Proceedings of IWSM 2011, Valencia, 234-239.
  • Fried, R., Dehling, H. (2011), "Robust Nonparametric Tests for the Two Sample Location Problem", Statistical Methods and Applications 20, 409-422.
  • Villa, G., Molina, I., Fried, R. (2011), "Modelling Attendance at Spanish Professional Football League", Journal of Applied Statistics 38 (6), 1189-1206.
  • Luque, S.P., Fried, R. (2011), "Recursive Filtering for Zero Offset Correction of Diving Depth Time Series with GNU R Package Divemove", PLoS ONE 6 (1): e15850. doi:10.1371/journal.pone.0015850.
  • Vogel, D., Fried, R. (2011), "Elliptical Graphical Modelling", Biometrika 98, 935-951.
  • Borowski, M., Görges, M., Fried, R., Such, O., Wrede, C., Imhoff, M. (2011), "VDE Position Paper: Medical Device Alarms", Biomedizinische Technik 56 (2), 73-83.

2010

  • Jeleazcov, C., Krajinovic, L., Münster, T., Birkholz, T., Fried, R., Schüttler, J., Fechner, J. (2010), "Validation of a new continuous non-invasive technique of arterial blood pressure monitoring (CNAPTM) during surgical anesthesia", British Journal of Anaesthesia 105 (3), 264-272.
  • Schettlinger, K., Fried, R. Gather, U. (2010), "Real Time Signal Processing by Adaptive Repeated Median Filters", invited article for the International Journal of Adaptive Control and Signal Processing 24 (5), 346–362.
  • Gelper, S., Fried, R., Croux, Ch. (2010), "Robust Forecasting with Exponential and Holt-Winters Smoothing", Journal of Forecasting 29 (3), 285-300.
  • Fokianos, K., Fried, R. (2010), "Interventions in INGARCH Processes",  Journal of Time Series Analysis 31 (3), 210-225.
  • Nunkesser, R., Morell, O. (2010), "An Evolutionary Algorithm for Robust Regression", Computational Statistics and Data Analysis 54 (12), 3242-3248.
  • El Saied, H., Fried, R. (2010), "Robust Estimation of INARCH Models, with a Special Focus on Small Means", in: Proceedings in Computational Statistics COMPSTAT 2010, Lechevallier, Y., Saporta, G. (Ed.), 967-974.
  • Vogel, D., Fried, R. (2010), "On Robust Gaussian Graphical Modelling", in: Recent Advances and Developments in Applied Probability and Statistics, Dedicated to the Memory of Jürgen Lehn, Korn, R., Devroye, L., Karasozen, B., Kohler, M. (Ed.), 155-182, Springer.

2009

  • Nunkesser, R., Fried, R., Schettlinger, K., Gather, U. (2009), "Robust Time Series Analysis by the Qn-estimator", Computational Statistics and Data Analysis 53, 2354-2362.
  • Imhoff, M., Kuhls, S., Gather, U., Fried, R. (2009), "Smart Alarms from Medical Devices in the OR and ICU", Best Practics & Research Clinical Anaesthesiology 23, 39-50.

2008

  • Fried, R. (2008), "Robust Shift Detection in Time-varying Autoregressive Processes", Austrian Journal of Statistics 37, 41-49.
  • Gelper, S., Fried, R., Croux, Ch. (2008), "Computational Aspects of Robust Holt-Winters Smoothing based on M-estimation", Applications of Mathematics 53, 163-176.
  • Morell, O., Bernholt, T., Fried, R., Kunert, J., Nunkesser, R. (2008), "An Evolutionary Algorithm for LTS-Regression: A Comparative Study", in: Proceedings in Computational Statistics COMPSTAT 2008, Brito, M.P. (Ed.), 585-593, Physica, Heidelberg.
  • Vogel, D., Fried, R. (2008), "Estimating Partial Correlations using the Oja Sign Covariance Matrix", in: Proceedings in Computational Statistics COMPSTAT 2008, Brito, M.P. (Ed.), 585-593, Physica, Heidelberg.
  • Morell, O., Fried, R. (2008), "On Nonparametric Tests for Trend Detection in Time Series", in: Statistical Inference, Econometric Analysis and Matrix Algebra, Festschrift in Honour of Götz Trenkler, Schipp, B., Krämer, W. (Ed.), 19-40, Physica, Heidelberg.

2007

  • Fried, R., Einbeck, J., Gather, U. (2007), "Weighted Repeated Median Smoothing and Filtering", Journal of the American Statistical Association 480, 1300-1308.
  • Fried, R. (2007), "On the Robust Detection of Edges in Time Series Filtering", Computational Statistics and Data Analysis 52, 1063–1074.
  • Fried, R., Gather, U. (2007), "On Rank Tests for Shift Detection in Time Series", Computational Statistics and Data Analysis 52, 221–233.
  • Morales, J., Castellanos, M.E., Mayoral, A.M., Fried, R., Armero, C. (2007), "Bayesian Design in Queues: An Application to Aeronautic Maintenance", Journal of Statistical Planning and Inference 137, 3058–3067.
  • Fried, R. (2007), "Robust Location Estimation under Dependence", Journal of Statistical Computation and Simulation 77, 131–147.
  • Nunkesser, R., Schettlinger, K., Fried, R. (2007), "Applying the Qn-estimator online", in: Data Analysis, Machine Learning and Applications. Proceedings der 31. Jahrestagung der deutschen Gesellschaft für Klassifikation GfKl., Preisach, Ch. Et al. (Ed.), Springer, Berlin, Heidelberg, 277–284.

2006

  • Schettlinger, K., Gather, U., Fried, R. (2006), "Robust Filters for Intensive Care Monitoring – Beyond the Running Median", Biomedizinische Technik 51, 49–56.
  • Bernholt, T., Fried, R., Gather, U., Wegener, I. (2006), "Modified Repeated Median Filters", Statistics and Computing 16, 177–192.
  • Fried, R., Bernholt, T., Gather, U. (2006), "Repeated Median and Hybrid Filters", Computational Statistics and Data Analysis 50, 2313-2338.
  • Gather, U., Schettlinger, K., Fried, R. (2006), "Online Signal Extraction by Robust Linear Regression", Computational Statistics 21, 33-51.
  • Gather, U., Fried, R., Lanius, V. (2006), "Robust and Detail-Preserving Signal Extraction", in: Handbook of Time Series Analysis, Schelter, B., Winterhalder, M., Timmer, J. (Ed.), Wiley, New York, 131–158.
  • Fried, R., Kuhls, S., Molina, I. (2006), "Analysing Associations in Multivariate Binary Time Series", in: Proceedings in Computational Statistics COMPSTAT 2006, Rizzi, A., Vichi, M. (Ed.), 985–992.

2005

  • Fried, R., Gather, U. (2005), "Robust Trend Estimation for AR(1) Disturbances", Austrian Journal of Statistics 34, 139–151.
  • Fried, R., Didelez, V. (2005), "Latent Variable Analysis and Partial Correlation Graphs for Multivariate Time Series", Statistics & Probability Letters 73, 287–296.

2004

  • Fried, R. (2004), "Robust Filtering of Time Series with Trends", Journal of Nonparametric Statistics 16, 313–328.
  • Fried, R. (2004), "Investigation of Humus Disintegration by Spatial-Temporal Regression Analysis", Journal of Agricultural, Biological and Environmental Statistics 9, 138–157.
  • Davies, P.L., Fried, R., Gather, U. (2004), "Robust Signal Extraction for On-line Monitoring Data", Special Issue on "Contemporary Data Analysis: Theory and Practice". Journal of Statistical Planning and Inference 122, 65-78.
  • Gather, U., Fried, R. (2004), "Methods and Algorithms for Robust Filtering", in: Proceedings in Computational Statistics COMPSTAT 2004, Antoch, J. (Ed.), Physica-Verlag, Heidelberg, 159–170.
  • Fried, R., Didelez, V., Lanius, V. (2004), "Partial Correlation Graphs and Dynamic Latent Variables for Physiological Time Series", in: Innovations in Classification, Data Science, and Information Systems. Proceedings of the 27th Annual GfKl Conference, Baier, D., Wernecke, K.-D. (Ed.), Springer, Heidelberg-Berlin, 259–266.
  • Fried, R., Imhoff, M. (2004), "On the Online Detection of Monotonic Trends in Time Series", Biometrical Journal 46, 90–102.

2003

  • Imhoff, M., Fried, R., Gather, U., Lanius, V. (2003), "Dimension Reduction for Physiological Variables Using Graphical Modelling", in: Proceedings of the American Medical Informatics Association Symposium 2003, 313–317.
  • Gather, U., Fried, R. (2003), "Robust Estimation of Scale for Local Linear Temporal Trends", Tatra Mountains Mathematical Publications 26, 87–101.
  • Bernholt, T., Fried, R. (2003), "Computing the Update of the Repeated Median Regression Line in Linear Time", Information Processing Letters 88, 111–117.
  • Fried, R., Didelez, V. (2003), "Decomposability and Selection of Graphical Models for Multivariate Time Series", Biometrika 90, 251–267. 

2002

  • Imhoff, M., Fried, R., Gather, U. (2002), "Detecting Relationships between Physiological Variables using Graphical Modelling", in: Proceedings of the American Medical Informatics Association Symposium 2002, 340–344.
  • Gather, U., Fried, R., Imhoff, M., Becker, C. (2002), "Patterns of Dependencies in Dynamic Multivariate Data", in: Pattern Detection and Discovery, Hand, D.J., Adams, N.M., Bolton, R.J. (Ed.), Lecture Notes in Computer Science 2447, Springer, Berlin, 214–226.
  • Fried, R., Gather, U., Imhoff, M., Keller, M., Lanius, V. (2002), "Combining Graphical Models and PCA for Statistical Process Control", in: Proceedings in Computational Statistics COMPSTAT 2002, Härdle, W., Rönz, B. (Ed.), Physica Verlag, Heidelberg, 237–242.
  • Fried, R., Gather, U. (2002), "Fast and Robust Filtering of Time Series with Trends", in: Proceedings in Computational Statistics COMPSTAT 2002, Härdle, W., Rönz, B. (Ed.), Physica Verlag, Heidelberg, 367–372.
  • Becker, C., Fried, R. (2002), "Sliced Inverse Regression for High–Dimensional Time Series", in: Exploratory Data Analysis in Empirical Research, Opitz, O., Schwaiger, M. (Ed.), Springer, Berlin, 3–12.
  • Fried, R. (2002), "Time Series Models with Given Interactions", in: Distributions with Given Marginals and Statistical Modelling, Cuadras, C.M., Fortiana, J., Rodriguez–Lallena, J.A. (Ed.), Kluwer, Boston, 93–102.
  • Fried, R., Gather, U., Imhoff, M. (2002), "Pattern Recognition in Intensive Care Online Monitoring", in: Computational Intelligence Processing in Medical Diagnosis, Schmitt, M., et al. (Ed.), Physica Verlag, Heidelberg, 129–172.
  • Fried, R., Gather, U. (2002), "Robust Preprocessing of Time Series with Trends", in: Informatik bewegt: Informatik 2002, Schubert, S. E., Reusch, B., Jesse, N. (Ed.), Lecture Notes in Informatics 19, Gesellschaft für Informatik GI, 793–798.
  • Gather, U., Bauer, M., Fried, R. (2002), "The Identification of Multiple Outliers in Online Monitoring Data", Estadística 54, 289–338.
  • Gather, U., Imhoff, M., Fried, R. (2002), "Graphical Models for Multivariate Time Series from Intensive Care Monitoring", Statistics in Medicine 21, 2685–2701.
  • Imhoff, M., Bauer, M., Gather, U., Fried, R. (2002), "Pattern Detection in Intensive Care Monitoring Time Series with Autoregressive Models: Influence of the Model Order", Biometrical Journal 44, 746–761.

2001

  • Gather, U., Fried, R., Lanius, V., Imhoff, M. (2001), "Online Monitoring of High Dimensional Physiological Time Series – A Case Study", Estadística (Revista del instituto interamericano de estadística) 53, 259–298.
  • Fried, R., Gather, U., Imhoff, M. (2001), "Online Pattern Recognition in Intensive Care Medicine", in: Proceedings of the American Medical Informatics Association Symposium 2001, 184–188.
  • Fried, R. (2001), "Online Detection of Trends in Time Series", in: Revista de Estatistica – Statistical Review, Special Issue: Proceedings of the European Congress of Statisticians I, 199–202.
  • Becker, C., Fried, R., Gather, U. (2001), "Applying Sliced Inverse Regression to Dynamical Data", in: Mathematical Statistics with Applications in Biometry, Kunert, J., Trenkler, G. (Ed.), Josef Eul, Lohmar, 201–214.
  • Fried, R. (2001), "Recursive Linear Mixed Models: Some Results on Shared Parameter Estimation", Journal of Statistical Computation and Simulation 70, 135–160.
  • Fried, R. (2001), "Autoregressive Linear Mixed Models for Investigating Humus­disintegration", Biometrical Journal 43, 747–766.
  • Fried, R., Eichhorn, J., Paar, U. (2001), "Exploratory Analysis and a Stochastic Model for Humusdisintegration", Environmental Monitoring and Assessment 68, 273–295.

2000

  • Fried, R., Gather, U., Imhoff, M., Bauer, M. (2000), "Some Statistical Methods in Intensive Care Online-Monitoring – A Review", in: Medical Data Analysis, Brause, R.W., Hanisch, E. (Ed.), Lecture Notes in Computer Science, Springer, Berlin, 67–77.
  • Fried, R. (2000), "Graphical and Phase Space Models for Univariate Time Series", in: Proceedings in Computational Statistics COMPSTAT 2000, Bethlehem, J.G., van der Heijden, P.G.M. (Ed.), Physica Verlag, Heidelberg, 307–312.
  • Bauer, M., Fried, R., Gather, U., Imhoff, M. (2000), "Dimension Reduction for High Dimensional Online-Monitoring Data in Intensive Care", in: Medical Infobahn for Europe. Proceedings of MIE2000 and GMDS2000, Hasman, A., et al. (Ed.), IOS-Press, Amsterdam, 767–771.
  • Gather, U., Fried, R., Imhoff, M. (2000), "Online Classification of States in Intensive Care", in: Data Analysis. Scientific Modeling and Practical Application, Gaul, W., Opitz, O., Schader, M. (Ed.), Springer, Berlin, 413–428.