00977nam 2200349 450 991013815570332120221015090125.0953-51-4461-8(CKB)3230000000075521(NjHacI)993230000000075521(EXLCZ)99323000000007552120221015d2011 uy 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierAlternative Fuel /edited by Maximino Manzanera[Place of publication not identified] :IntechOpen,2011.1 online resource (360 pages)953-307-372-1 Includes bibliographical references and index.FuelFuel.662.6Manzanera MaximinoNjHacINjHaclBOOK9910138155703321Alternative Fuel2276315UNINA02248oam 2200385 450 991081221170332120231222222512.01-119-72045-11-119-72044-31-119-72046-X(CKB)4100000010871052(MiAaPQ)EBC6173680(EXLCZ)99410000001087105220200803d2020 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDynamics of statistical experiments. /Dmitri KorolioukHoboken, N.J. :ISTE Ltd / John Wiley and Sons Inc,2020.1 online resource (229 pages) illustrations1-78630-598-4 This book is devoted to the system analysis of statistical experiments, determined by the averaged sums of sampling random variables. The dynamics of statistical experiments are given by difference stochastic equations with a speci'ed regression function of increments ' linear or nonlinear. The statistical experiments are studied by the sample volume increasing (N ''), as well as in discrete-continuous time by the number of stages increasing (k '') for different conditions imposed on the regression function of increments. The proofs of limit theorems employ modern methods for the operator and martingale characterization of Markov processes, including singular perturbation methods. Furthermore, they justify the representation of a stationary Gaussian statistical experiment with the Markov property, as a stochastic difference equation solution, applying the theorem of normal correlation. The statistical hypotheses verification problem is formulated in the classification of evolutionary processes, which determine the dynamics of the predictable component. The method of stochastic approximation is used for classifying statistical experiments.Mathematical statisticsMathematical statistics.780Koroliouk Dmitri1676146MiAaPQMiAaPQMiAaPQBOOK9910812211703321Dynamics of statistical experiments4042153UNINA