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PART 1: Plenary Lectures: W. Stute, Stairway to hell -- I. Gijbels, R. Karim, A. Verhasselt, Quantile estimation in a generalized asymmetric distributional setting -- M. Ljungdahl, M. Podolskij, A note on parametric estimation of Levy moving average processes -- PART 2: Theory and Related Topics: K. Knight, A continuous-time iteratively reweighted least squares algorithm for $L_\infty$ estimation -- M. Bibinger, M. Trabs, On central limit theorems for power variations of the solution to the stochastic heat equation -- P. Gapeev, Perpetual dual American barrier options for short sellers -- P. Lachout, A criterion for weak convergence in vector Skorokhod spaces -- E. Liebscher, On combining star-shaped distributions and copulas -- E. Skubalska-Rafajlowicz, Stability of the Random-Projection Based Classifiers. The Bayes error perspective -- A. Ishii, K. Yata, M. Aoshima, A quadratic classifier for high-dimension, low-sample-size data under the strongly spiked eigenvalue model -- Z. Hlavka, M. Huskova, Doubly paired change-point analysis -- B. Darkhovsky, A. Piryatinska, Detection of changes in binary sequences -- Q. Liu, R. Zhang, Y. Xie, Distributed Change Detection via Average Consensus over Networks -- A. Steland, E. Rafajlowicz, The Hotelling-like T^2 control chart modified for detecting changes in images having the matrix normal distribution -- S. Vogel, Universal Confidence Sets for Solutions of Stochastic Optimization Problems - A Contribution to Quantification of Uncertainty -- Y. Liu, J. Wishart -- Local polynomial $M$-estimation in random design regression with dependent errors -- Ł. Smaga, Projection-based repeated measures analysis for functional data -- C. WeiB, On the Sample Coefficient of Nominal Variation -- B. Aleksandrov, A Negative-Binomial Index Considering Dispersion and Zero Probability -- PART 3: Stochastic Models, Methods and Simulations: J. P. Burgard, J. Krause, H. Merkle, R. Munnich, S. Schmaus, Conducting a Dynamic Microsimulation for Care Research: Data Generation, Transition Probabilities and Sensitivity Analysis -- M. E. Silva, I. Silva, C. Torres, Modelling overdispersion with integer-valued moving average processes -- E. Gonçalves, N. Mendes-Lopes, Zero-distorted Compound Poisson INGARCH models -- T. A. Moller, An Application of the Max-INAR(1) Model to Counts of Cinema Visitors -- J. Bracher, A new INARMA(1, 1) model with Poisson marginal -- S. Buscher, M. Batram, D. Bauer, Using motifs for population synthesis in multi-agent mobility simulation models -- U. Falkenhagen, W. Kossler, Hans-J. Lenz, A likelihood ratio test for inlier detection -- PART 4: Applications and Algorithms: A. Tordeux, M. Chraibi, A. Seyfried, A. Schadschneider, Artificial neural networks predicting pedestrian dynamics in complex buildings -- A. Gramacki, M. Kowal, M. Mazurkiewicz, J. Gramacki, A. Plawiak-Mowna, Automatic breast cancer diagnostics based on statistical analysis of shape and texture features of individual cell nuclei -- P. Sliwinski, P. Wachel, A. Galeziowski, Stochastic framework for contrast-detection autofocusing -- S. Kromer, W. Stummer, A new toolkit for mortality data analytics -- T. Gorecki, P. Piasecki, A comprehensive comparison of distance measures for time series classification -- A. Homburg, Criteria to Validate Count Data Model Selection -- M. Romaniuk, On Some Applications of Simulations in Estimation of Maintenance Costs and in Statistical Tests for Fuzzy Settings. |