Itô calculus
E9112
Itô calculus is a branch of stochastic analysis that extends classical calculus to functions of stochastic processes, particularly Brownian motion, enabling rigorous treatment of stochastic differential equations.
Observed surface forms (2)
| Surface form | Occurrences |
|---|---|
| Itô integral | 4 |
| Ito calculus | 1 |
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
branch of mathematics
ⓘ
stochastic analysis ⓘ stochastic calculus ⓘ |
| appliesTo |
Brownian motion
ⓘ
Itô processes ⓘ stochastic processes ⓘ |
| coreConcept |
Itô calculus
self-linksurface differs
ⓘ
surface form:
Itô integral
Itô’s lemma ⓘ adapted process ⓘ filtration ⓘ local martingale ⓘ martingale ⓘ predictable process ⓘ quadratic variation ⓘ stochastic differential equation ⓘ stopping time ⓘ |
| coreObject |
Brownian motion
ⓘ
semimartingales ⓘ |
| developedBy | Kiyoshi Itô ⓘ |
| distinguishesFrom | Stratonovich calculus ⓘ |
| enables |
martingale representation theorems
ⓘ
rigorous definition of stochastic integrals ⓘ solution of stochastic differential equations ⓘ |
| extends | classical calculus ⓘ |
| feature |
martingale property of Itô integral
ⓘ
non-anticipative integrands ⓘ non-classical chain rule ⓘ presence of quadratic variation term ⓘ |
| field |
probability theory
ⓘ
stochastic processes ⓘ |
| historicalDevelopment | mid 20th century ⓘ |
| namedAfter | Kiyoshi Itô ⓘ |
| relatedConcept |
Doob–Meyer decomposition
ⓘ
Feynman–Kac formula ⓘ Girsanov theorem ⓘ
surface form:
Girsanov’s theorem
stochastic exponential ⓘ |
| usedIn |
Black–Scholes model
ⓘ
filtering theory ⓘ interest rate modeling ⓘ mathematical finance ⓘ neuroscience modeling ⓘ option pricing theory ⓘ population dynamics ⓘ quantitative risk management ⓘ statistical physics ⓘ stochastic control ⓘ |
| uses |
Lebesgue integration
ⓘ
measure theory ⓘ probability measure ⓘ |
Referenced by (11)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Itô integral
this entity surface form:
Itô integral
subject surface form:
Martingale representation theorem
this entity surface form:
Itô integral
this entity surface form:
Itô integral
subject surface form:
Itô process
this entity surface form:
Ito calculus