B. Grigelionis & J. Kubilius 
Probability Theory and Mathematical Statistics [PDF ebook] 
Proceedings of the Seventh Vilnius Conference, Vilnius, Lithuania, 12–18 August, 1998

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Frontmatter – CONTENTS – Foreword – Rate of convergence in the transference max-limit theorem – Theorems of large deviations for non-Gaussian approximation – Algorithm for calculation of joint distribution of bootstrap sample elements – Bismut type differentiation of semigroups – Random permutations and the Ewens sampling formula in genetics – On large deviations of self-normalized sum – Minimax estimation in the blurred signal model – Invariant measures of diffusion processes in Hilbert spaces and Hilbert manifolds – One term Edgeworth expansion for Student’s t statistic – Asynchronous stochastic approximation and adaptation in a competitive system – Homogenization of random parabolic operator with large potential – Remarks on infinitely divisible approximations to the binomial law – Rates of convergence to stable and discrete stable laws – Normal-ordered white noise differential equations. II: Regularity properties of solutions – Line models for snowflake crystals and their Hausdorff dimension – Multiplicative strong unimodality revisited – Random walks with jumps in random environments (examples of cycle and weight representations) – Analysis of generating functions and probabilities on trees – On the distribution of roots of polynomials in sectors. Ill – Asymptotic expansions for the moments of the regret risk of classification based on mixed variables – On the structure of strong Markov continuous local Dirichlet processes – On minimax robustness of Bayesian statistical prediction – On the zeros of the Lerch zeta-function. II – The Galton-Watson tree conditioned on its height – Prognosis of experiment results, based on a two-stage examination and linking the inverse Polya distribution to Bayes’ rule – Applications of semiparametric biased sampling models to AIDS vaccine and treatment trials – Bayesian estimation of common long-range dependent models – Starting an image segmentation: a level set approach – Wide-ranging interpretations of the cycle representations of Markov processes – Analysis of price, income and money demand indicators – Robustness in cluster analysis of multivariate observations – An elementary approach to filtering in systems with fractional Brownian observation noise – Bootstrap tests for parametric volatility structure in nonparametric autoregression – Value-distribution of general Dirichlet series – The Robbins-Monro type SDE and recursive estimation – A squared binomial tree approach to discrete-time bond market modelling – Strong consistency of k-centres in reflexive spaces – Asymptotic behavior of small ball probabilities – Good statistical practice in analytical chemistry – On the principle of maximum entropy on the mean as a methodology for the regularization of inverse problems – The rate of convergence in the central limit theorem for endomorphisms of two-dimensional torus – Simple methods for the analysis of multivariate and longitudinal categorical data – Trimmed sums and associated random variables in the q-domain of attraction of stable laws – p-Variation and integration of sample functions of stochastic processes – Functional central limit theorems on Lie groups. A survey – On some new results for cointegrated processes with infinite variance innovations – Sampling methods in Lithuanian official statistics. Design and parameter estimation problems – On LP-estimates of stochastic integrals – Volatility estimation and bootstrap – Random fields and central limit theorem in some generalized Holder spaces – Consistent estimation of discriminant space in mixture model by using projection pursuit – Nonparametric wavelet methods for nonstationary time series – Some results on arithmetical functions – Linear approximation of random processes and sampling design problems – Convergence of solution of stochastic equations in the space of formal series – Unified inference in survey sampling – Semiclassical analysis and a new result in excursi
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Limba Engleză ● Format PDF ● Pagini 748 ● ISBN 9783112314081 ● Mărime fișier 66.8 MB ● Editor B. Grigelionis & J. Kubilius ● Editura De Gruyter ● Oraș Berlin/Boston ● Publicat 2020 ● Ediție 1 ● Descărcabil 24 luni ● Valută EUR ● ID 7448180 ● Protecție împotriva copiilor Adobe DRM
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