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Journal Articles
- 2024
[j20]Victor Bystrov, Viktoriia Naboka-Krell, Anna Staszewska-Bystrova, Peter Winker:
Choosing the Number of Topics in LDA Models - A Monte Carlo Comparison of Selection Criteria. J. Mach. Learn. Res. 25: 79:1-79:30 (2024)- 2022
- [j19]Nicholas Rios
, Peter Winker, Dennis K. J. Lin:
TA algorithms for D-optimal OofA Mixture designs. Comput. Stat. Data Anal. 168: 107411 (2022) - 2015
- [j18]Björn Fastrich, Sandra Paterlini, Peter Winker:
Constructing optimal sparse portfolios using regularization methods. Comput. Manag. Sci. 12(3): 417-434 (2015) - 2012
- [j17]Björn Fastrich, Peter Winker:
Robust portfolio optimization with a hybrid heuristic algorithm. Comput. Manag. Sci. 9(1): 63-88 (2012) - [j16]Dietmar Maringer, Sandra Paterlini, Peter Winker:
The 3rd Special Issue on Optimization Heuristics in Estimation and Modelling Problems. Comput. Stat. Data Anal. 56(10): 2963-2964 (2012) - [j15]David A. Belsley, Erricos John Kontoghiorghes, Herman K. van Dijk, Luc Bauwens, Siem Jan Koopman, Michael McAleer, Alessandra Amendola, Monica Billio, Christophe Croux, Cathy W. S. Chen, Russell Davidson, Pierre Duchesne, Paolo Foschi, Christian Francq, Ana-María Fuertes, Gary Koop, Lynda Khalaf, Marc S. Paolella, D. S. G. Pollock, Esther Ruiz, Richard Paap, Tommaso Proietti, Peter Winker, Philip L. H. Yu, Jean-Michel Zakoian, Achim Zeileis:
The Annals of Computational and Financial Econometrics, first issue. Comput. Stat. Data Anal. 56(11): 2991-2992 (2012) - 2011
- [j14]Peter Winker, Marianna Lyra, Chris Sharpe:
Least median of squares estimation by optimization heuristics with an application to the CAPM and a multi-factor model. Comput. Manag. Sci. 8(1-2): 103-123 (2011) - 2010
- [j13]Dennis K. J. Lin, Chris Sharpe, Peter Winker:
Optimized U-type designs on flexible regions. Comput. Stat. Data Anal. 54(6): 1505-1515 (2010) - [j12]Marianna Lyra, Johannes Paha, Sandra Paterlini, Peter Winker:
Optimization heuristics for determining internal rating grading scales. Comput. Stat. Data Anal. 54(11): 2693-2706 (2010) - 2009
- [j11]Peter Winker, Dietmar Maringer:
The convergence of estimators based on heuristics: theory and application to a GARCH model. Comput. Stat. 24(3): 533-550 (2009) - 2008
- [j10]Peter Winker:
E.J. Kontoghiorghes, Editor, Handbook of Parallel Computing and Statistics, Chapman & Hall/CRC, Boca Raton (2006). Comput. Stat. Data Anal. 52(7): 3424-3425 (2008) - 2007
- [j9]Manfred Gilli, Peter Winker:
2nd Special Issue on Applications of Optimization Heuristics to Estimation and Modelling Problems. Comput. Stat. Data Anal. 52(1): 2-3 (2007) - [j8]Bernd Fitzenberger, Peter Winker:
Improving the computation of censored quantile regressions. Comput. Stat. Data Anal. 52(1): 88-108 (2007) - 2006
- [j7]Kai-Tai Fang, Dietmar Maringer, Yu Tang, Peter Winker:
Lower bounds and stochastic optimization algorithms for uniform designs with three or four levels. Math. Comput. 75(254): 859-878 (2006) - 2005
- [j6]J. Chipman, Peter Winker:
Optimal aggregation of linear time series models. Comput. Stat. Data Anal. 49(2): 311-331 (2005) - 2004
- [j5]Peter Winker, Manfred Gilli:
Applications of optimization heuristics to estimation and modelling problems. Comput. Stat. Data Anal. 47(2): 211-223 (2004) - 2003
- [j4]Manfred Gilli, Peter Winker:
A global optimization heuristic for estimating agent based models. Comput. Stat. Data Anal. 42(3): 299-312 (2003) - [j3]Kai-Tai Fang, Xuan Lu, Peter Winker:
Lower bounds for centered and wrap-around L2-discrepancies and construction of uniform designs by threshold accepting. J. Complex. 19(5): 692-711 (2003) - 2002
- [j2]Kai-Tai Fang, Chang-Xing Ma, Peter Winker:
Centered L2-discrepancy of random sampling and Latin hypercube design, and construction of uniform designs. Math. Comput. 71(237): 275-296 (2002) - 2000
- [j1]Kai-Tai Fang, Dennis K. J. Lin, Peter Winker, Yong Zhang:
Uniform Design: Theory and Application. Technometrics 42(3): 237-248 (2000)
Conference and Workshop Papers
- 2006
- [c2]Dietmar Maringer, Peter Winker:
Convergence of GARCH Estimators: Theory and Empirical Evidence. JCIS 2006 - 1998
- [c1]Bernd Fitzenberger, Peter Winker:
Using Threshold Accepting to Improve the Computation of Censored Quantile Regression. COMPSTAT 1998: 311-316
Parts in Books or Collections
- 2013
- [p1]Myriam Thömmes, Peter Winker:
Multivariate Modelling of Cross-Commodity Price Relations Along the Petrochemical Value Chain. Algorithms from and for Nature and Life 2013: 427-435
Informal and Other Publications
- 2023
- [i2]Victor Bystrov, Viktoriia Naboka-Krell, Anna Staszewska-Bystrova, Peter Winker:
Analysing the Impact of Removing Infrequent Words on Topic Quality in LDA Models. CoRR abs/2311.14505 (2023) - 2022
- [i1]Victor Bystrov, Viktoriia Naboka, Anna Staszewska-Bystrova, Peter Winker:
Choosing the Number of Topics in LDA Models - A Monte Carlo Comparison of Selection Criteria. CoRR abs/2212.14074 (2022)
Coauthor Index
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