Ergodic behavior of Markov processes : with applications to limit theorems / / Alexei Kulik
| Ergodic behavior of Markov processes : with applications to limit theorems / / Alexei Kulik |
| Autore | Kulik Alexei |
| Pubbl/distr/stampa | Berlin, [Germany] ; ; Boston, [Massachusetts] : , : De Gruyter, , 2018 |
| Descrizione fisica | 1 online resource (268 pages) |
| Disciplina | 519.233 |
| Collana | De Gruyter Studies in Mathematics |
| Soggetto topico | Markov processes |
| Soggetto non controllato |
Markov processes
ergodic rates ergodicity limit theorems |
| ISBN | 3-11-045871-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Preface -- Contents -- Introduction -- Part I: Ergodic Rates for Markov Chains and Processes -- 1. Markov Chains with Discrete State Spaces -- 2. General Markov Chains: Ergodicity in Total Variation -- 3. Markov Processes with Continuous Time -- 4. WeakErgodicRates -- Part II: Limit Theorems -- 5. The Law of Large Numbers and the Central Limit Theorem -- 6. Functional Limit Theorems -- Bibliography -- Index |
| Record Nr. | UNINA-9910527560703321 |
Kulik Alexei
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| Berlin, [Germany] ; ; Boston, [Massachusetts] : , : De Gruyter, , 2018 | ||
| Lo trovi qui: Univ. Federico II | ||
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Stability Problems for Stochastic Models: Theory and Applications
| Stability Problems for Stochastic Models: Theory and Applications |
| Autore | Zeifman Alexander |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (370 p.) |
| Soggetto topico |
Mathematics & science
Research & information: general |
| Soggetto non controllato |
approximation accuracy
asymptotic approximations balance equation change of the priority characteristic function citation distribution class Γa(g) conditional central limit theorem conditional law of large numbers continuous-time Markov chains contour integrals convergence rates decomposable semi-regenerative process decrement tables defined contribution pension schemes dispatching distribution function equilibrium transform extreme order statistics filtering given time-discretized observations forward Kolmogorov system fractional laplacian generalized gamma distribution generalized Linnik distribution generalized Mittag-Leffler distribution generalized negative binomial distribution geometric distribution geometric random sum geometrically stable distribution gross premium Hankel contours heavy-tailed distributions heterogeneous servers high-dimensional Hirsch index integral limit theorem integrals and sums Kantorovich distance Laplace distribution limit theorems local limit theorem long-term dependence low sample size lump sum marked Markov arrival process Markov decision process mean number of customers mean-square risk estimate minimax approach monotony in the Zygmund sense multiple power series distribution multiserver system multivariate generalized Mittag-Leffler distribution multivariate Linnik distribution multivariate normal scale mixtures multivariate stable distribution multivariate stable processes non-stationary Markovian queueing model nonlinear filtering problem numerical filtering algorithm pareto mixture distribution pension schemes perfect simulation perturbation bounds phase-type distribution policy-iteration algorithm precipitation premium load priority system probability density function R-weakly one-sided oscillation of the multiple sequence at infinity along the given multiple sequence random sample size random samples random sum rates of convergence Rényi theorem robustness second order expansions self-neglecting function Sibuya distribution slowly varying stability stable approximation stable distribution stable estimation state-dependent observation noise stationary renewal distribution statistical test Stein's method stochastic differential observation system Student's t-distribution Tauberian lemma threshold processing transfer theorem uniform distance zeta-metrics |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Stability Problems for Stochastic Models |
| Record Nr. | UNINA-9910557664703321 |
Zeifman Alexander
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Lo trovi qui: Univ. Federico II | ||
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Time Series Modelling
| Time Series Modelling |
| Autore | Weiss Christian H |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (372 p.) |
| Soggetto topico | Humanities |
| Soggetto non controllato |
anomaly detection
bank failures Bell distribution bivariate Poisson INGARCH model cointegration count data count time series counting series CUSUM control chart dispersion test electric power entropy based particle filter estimation ETS extended binomial distribution finance forecasting accuracy Holt-Winters INAR INAR-type time series INGACRCH integer-valued moving average model integer-valued threshold models integer-valued time series Julia programming language kernel density estimation limit theorems local field potential long-range dependence machine learning minimum density power divergence estimator missing data models multivariate count data multivariate data analysis multivariate time series neural network autoregression nonstationary ordinal patterns outliers overdispersion parameter estimation periodic autoregression random survival rate relative entropy robust estimation Romania SARIMA seasonality SETAR spectral matrix state-space model statistical process monitoring Student's t-process subspace algorithms thinning operator time series time series analysis time series of counts transactions unemployment rate unsupervised learning VARMA models volatility fluctuation zero-inflation |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557541003321 |
Weiss Christian H
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Lo trovi qui: Univ. Federico II | ||
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