Abstract
In this Festschrift to Prof. Kai-Tai Fang 80 birthday we emphasize importance and potential of his results in statistics and general sciences. In particular we concentrate on equidistant designs, symmetric and asymmetric models. We discuss equidistant designs from perspective of optimal designs of experiments with correlated errors. We address symmetry and asymmetry of statistical multivariate models and its recent developments. Several applications are given.
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References
Ali, M.S., Silvey, S.D.: A general class of coefficients of divergence of one distribution from another. J. Royal Stat. Soc. Ser. B 28, 131–140 (1966)
Baran, S., Sikolya, K., Stehlík, M.: On the optimal designs for prediction of Ornstein-Uhlenbeck sheets. Stat. Probab. Lett. 83(6), 1580–1587 (2013)
Baran, S., Szak-Kocsis, C., Stehlík, M.: D-optimal design for complex Ornstein-Uhlenbeck processes. J. Stat. Plan. Inference 197, 93–106 (2018)
Baran, S., Stehlík, M.: Optimal designs for parameters of shifted Ornstein-Uhlenbeck sheets measured on monotonic sets. Stat. Probab. Lett. 99, 114–124 (2015)
Bigi, B.: Using Kullback–Leibler distance for text categorization. In: European Conference on Information Retrieval, pp. 305–319. Springer (2003)
Chiang, C.L., Conforti, P.M.: A survival model and estimation of time to tumor. Math. Biosci. 94, 1–29 (1989)
Csiszár, I.: Information-type measures of difference of probability distributions and indirect observations. Studia Sci. Math. Hungarica 2, 299–318 (1967)
Fang, K.T.: Uniform design: application of number-theoretic methods in experimental design. Probab. Stat. Bull. 1, 56–97 (1978)
Fang, K.T., Kotz, S., Ng, K.W.: Symmetric Multivariate and Related Distributions, Monographs on Statistics and Applied Probability, vol. 36. Springer-Science+Business Media (1990). https://doi.org/10.1007/978-1-4899-2937-2
Fang, K.T., Anderson, T.W.: Statistical Inference in Elliptical Contoured and Related Distributions, pp. 127–136. Allerton Press, New York (1990)
Fang, H.B., Fang, K.T., Kotz, S.: The Meta-elliptical distributions with given marginals. J. Multivar. Anal. 82, 1–16 (2002)
Filus, J., Filus, L., Lu, Y., Jordanova, P., Anrold, B.C., Soza, L.N., Stehlíková, S., Stehlík, M.: On parameter dependence and related topics: the impact of Jerzy Filus from genesis to recent developments (with discussion). In: Vonta, I., Ram, M. (eds.) Reliability Engineering: Theory and Applications, 1st edn., pp. 143–169. CRC Press (2019)
Filus, J., Filus, L.: On new multivariate probability distributions and stochastic processes with system reliability and maintenence applications. Method Comput. Appl. Probab. 9, 425–446 (2007)
Henschel, V., Richter, W.D.: Geometric generalization of the exponential law. J. Mult. Anal. 81, 189–204 (2002)
Illert, C.R.: Origins of linguistic zonation in the Australian Alps, part 1. Huygens Principle. J. Appl. Stat. 32(6), 625–659 (2005)
Kanamori, T., Sugiyama, M.: Statistical analysis of distance estimators with density differences and density ratios. Entropy 16, 921–942 (2014)
Kiseľák, J., Stehlík, M.: Equidistant D-optimal designs for parameters of Ornstein-Uhlenbeck process. Stat. Probab. Lett. 78, 1388–1396 (2008)
Lasso, L.: Huey tlamahuizoltica omonexiti ilhuicac tlatoca ihwapilli Sancta Maria. Print Juan Ruyz, Mexico (1649)
Lee, L.: On the effectiveness of the skew divergence for statistical language analysis. In: Lee, L. (ed.) Proceedings of Artificial Intelligence and Statistics (AISTATS), pp. 65–72 (2001)
Liese, F., Vajda, I.: On divergences and informations in statistics and information theory. IEEE Trans. Inform. Theory 52(10), 4394–4412 (2006)
Lin, J.: Divergence measures based on the Shannon entropy. IEEE Trans. Inform. Theory 37(1), 145–151 (1991)
Müller, W.G., Stehlík, M.: Issues in the optimal design of computer simulation experiments. Appl. Stoch. Models Bus. Ind. 25, 163–177 (2009)
Pázman, A.: Information contained in design points of experiments with correlated observations. Kybernetika 46(4), 771–783 (2010)
Pigoli, D., Hadjipantelis, P.Z., Coleman, J.S., Aston, J.A.D.: The statistical analysis of acoustic phonetic data: exploring differences between spoken Romance languages. Appl. Stat. 67(4), 1–27 (2018)
Richter, W.D.: Laplace-Gauss integrals, Gaussian measure asymptotic behaviour and probabilities of moderate deviations. Z. Anal. Anw. 4(3), 257–267 (1985)
Richter, W.D.: A geometric method in stochastics (in German). Rostock. Math. Kolloqu. 44, 63–72 (1991)
Rojas, M.: Nican Mopohua. Print Ideal, Mexico (1978)
Smith, B.: Mereotopology: a theory of parts and boundaries. Data Knowl. Eng. 20(3), 287–303 (1996)
Stehlík, M.: Topological conditions on covariance structures for regression problems. In: Proceedings of 6th St. Petersburg Workshop on Sim, pp. 377–382 (2009)
Stehlík, M.: Decompositions of information divergences: recent development, open problems and applications. In: AIP Conference Proceedings, vol. 1493 (2012). https://doi.org/10.1063/1.4765604
Stehlík, M., Economou, P., Kiselák, J., Richter, W.D.: Kullback-Leibler life time testing. Appl. Math. Comput. 240, 122–139 (2014)
Stehlík, M.: On convergence of topological aggregation functions. Fuzzy Sets Syst. 287, 48–56 (2016)
Stehlík, M., Helpersdorfer, C., Hermann, P., Supina, J., Grilo, L.M., Maidana, J.P., Fuders, F., Stehlíková, S.: Financial and risk modelling with semicontinuous covariances. Inform. Sci. 394–395C, 246–272 (2017)
Stehlík, M., Hermann, P., Torres, S., Kiselak, J., Rivera, A.: On dynamics underlying variance of mass balance estimation in Chilean glaciers. Ecol. Complex. 31, 149–164 (2017)
Acknowledgments
The work was supported by project Fondecyt Proyecto Regular No. 1151441 and Project LIT-2016-1-SEE-023 modec. We acknowledge support of the Editors and the informative and insightful suggestions of Referee.
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Stehlík, M., Pari Ruiz, M., Stehlíková, S., Lu, Y. (2020). On Equidistant Designs, Symmetries and Their Violations in Multivariate Models. In: Fan, J., Pan, J. (eds) Contemporary Experimental Design, Multivariate Analysis and Data Mining. Springer, Cham. https://doi.org/10.1007/978-3-030-46161-4_14
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DOI: https://doi.org/10.1007/978-3-030-46161-4_14
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