Statements (48)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:stochastic_process
|
| gptkbp:application |
gptkb:machine_learning
gptkb:statistical_mechanics gptkb:reinforcement_learning finance genetics queueing theory speech recognition weather modeling random walks |
| gptkbp:characterizedBy |
gptkb:Markov_property
transition probabilities |
| gptkbp:form |
gptkb:probability_theory
stochastic processes |
| gptkbp:generalizes |
non-Markovian process
semi-Markov process |
| gptkbp:hasProperty |
transience
absorbing state aperiodicity ergodicity irreducibility memoryless recurrence stationary distribution transition matrix |
| gptkbp:hasSpecialCase |
gptkb:Poisson_process
Brownian motion Markov chain random walk birth-death process |
| gptkbp:hasType |
Markov chain
Markov process with continuous state space Markov process with continuous time Markov process with discrete state space Markov process with discrete time |
| https://www.w3.org/2000/01/rdf-schema#label |
Markov Processes
|
| gptkbp:namedAfter |
gptkb:Andrey_Markov
|
| gptkbp:relatedTo |
gptkb:Hidden_Markov_model
Markov chain |
| gptkbp:studiedBy |
early 20th century
|
| gptkbp:usedIn |
gptkb:probability_theory
biology computer science economics physics statistics |
| gptkbp:bfsParent |
gptkb:Recursive_Macroeconomic_Theory
|
| gptkbp:bfsLayer |
6
|