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RemyDegenne
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@RemyDegenne RemyDegenne commented Jul 16, 2025

A stochastic process X : T → Ω → E on an index space T and a measurable space Ω with measure P is said to satisfy the Kolmogorov condition with exponents p, q and constant M if for all s, t : T, the pair (X s, X t) is measurable for the Borel sigma-algebra on E × E and the following condition holds:
∫⁻ ω, edist (X s ω) (X t ω) ^ p ∂P ≤ M * edist s t ^ q.

This is the main assumption of the Kolmogorov-Chentsov theorem, which gives the existence of a continuous modification of the process.

From the Brownian motion project.


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@github-actions github-actions bot added the t-measure-probability Measure theory / Probability theory label Jul 16, 2025
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github-actions bot commented Jul 16, 2025

PR summary 83404a604c

Import changes for modified files

No significant changes to the import graph

Import changes for all files
Files Import difference
Mathlib.Probability.Process.Kolmogorov (new file) 1793

Declarations diff

+ IsAEKolmogorovProcess
+ IsAEKolmogorovProcess.aemeasurable
+ IsAEKolmogorovProcess.aemeasurable_edist
+ IsAEKolmogorovProcess.aestronglyMeasurable_edist
+ IsAEKolmogorovProcess.edist_eq_zero
+ IsAEKolmogorovProcess.edist_eq_zero_of_const_eq_zero
+ IsKolmogorovProcess
+ IsKolmogorovProcess.IsAEKolmogorovProcess
+ IsKolmogorovProcess.edist_eq_zero
+ IsKolmogorovProcess.edist_eq_zero_of_const_eq_zero
+ IsKolmogorovProcess.measurable
+ IsKolmogorovProcess.measurable_edist
+ IsKolmogorovProcess.mk_of_secondCountableTopology
+ IsKolmogorovProcess.stronglyMeasurable_edist
+ IsKolmogorovProcess_mk
+ ae_eq_mk
+ congr
+ kolmogorovCondition
+ mk
+ p_pos
+ q_pos

You can run this locally as follows
## summary with just the declaration names:
./scripts/declarations_diff.sh <optional_commit>

## more verbose report:
./scripts/declarations_diff.sh long <optional_commit>

The doc-module for script/declarations_diff.sh contains some details about this script.


No changes to technical debt.

You can run this locally as

./scripts/technical-debt-metrics.sh pr_summary
  • The relative value is the weighted sum of the differences with weight given by the inverse of the current value of the statistic.
  • The absolute value is the relative value divided by the total sum of the inverses of the current values (i.e. the weighted average of the differences).

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Thanks!

@EtienneC30 EtienneC30 added the awaiting-author A reviewer has asked the author a question or requested changes. label Jul 16, 2025
@RemyDegenne RemyDegenne removed the awaiting-author A reviewer has asked the author a question or requested changes. label Jul 16, 2025
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Thanks!
maintainer merge

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🚀 Pull request has been placed on the maintainer queue by EtienneC30.

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Looks great, thanks!
bors d+

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mathlib-bors bot commented Jul 16, 2025

✌️ RemyDegenne can now approve this pull request. To approve and merge a pull request, simply reply with bors r+. More detailed instructions are available here.

Co-authored-by: Sebastien Gouezel <[email protected]>
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bors r+

@leanprover-community-mathlib4-bot leanprover-community-mathlib4-bot added the ready-to-merge This PR has been sent to bors. label Jul 16, 2025
mathlib-bors bot pushed a commit that referenced this pull request Jul 16, 2025
A stochastic process `X : T → Ω → E` on an index space `T` and a measurable space `Ω` with measure `P` is said to satisfy the Kolmogorov condition with exponents `p, q` and constant `M` if for all `s, t : T`, the pair `(X s, X t)` is measurable for the Borel sigma-algebra on `E × E` and the following condition holds:
`∫⁻ ω, edist (X s ω) (X t ω) ^ p ∂P ≤ M * edist s t ^ q`.

This is the main assumption of the Kolmogorov-Chentsov theorem, which gives the existence of a continuous modification of the process.

From the Brownian motion project.
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mathlib-bors bot commented Jul 16, 2025

Pull request successfully merged into master.

Build succeeded:

@mathlib-bors mathlib-bors bot changed the title feat: define IsKolmogorovProcess [Merged by Bors] - feat: define IsKolmogorovProcess Jul 16, 2025
@mathlib-bors mathlib-bors bot closed this Jul 16, 2025
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4 participants