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