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ConsciousnessLearn · Explore · Joseph Anady

Finite-window persistence indicator

The minimum discrepancy across the next W observations must exceed ε for the indicator to equal one. This requires every observation in the window to clear the threshold, rather than merely its average. The window beginning at t can only be confirmed once its final…

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eq-fa9809dc26ae19mathematical expression
Pt(ϵ,W)=1min0≤j<Wδt+j>ϵ,{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},

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The minimum discrepancy across the next W observations must exceed ε for the indicator to equal one. This requires every observation in the window to clear the threshold, rather than merely its average. The window beginning at t can only be confirmed once its final observation is available.

Terms & definitions

TermMeaning in this source
P_t

Persistence indicator

epsilon

Tolerance

W

Number of consecutive observations; m in the earlier version

delta

Chosen discrepancy series

How it works

Read the definition from its right-hand expression to the quantity on the left. Its surrounding source records the intended input, state, or parameter context. Where the source leaves an operation unspecified, this page preserves that gap.

Assumptions & limits

  • A finite successful window demonstrates persistence over that observed horizon, not irreversibility for all future time.

Original context

Read the surrounding source passage
2.3. Independent onset, persistence, and detection delay

For tolerance ϵ≥0 and a window of W consecutive updates, let TW contain every candidate starting time for which the required measurements are available. Eligibility is determined without reference to declaration time. Define

Pt(ϵ,W)=1{min0≤j<Wδt+j>ϵ},

tΔ(ϵ,W)=inf{t∈TW:Pt(ϵ,W)=1}.

(2.4)

This locates the first observed qualifying window in the eligible record. When both event times are observed, their difference is
Exact original notation
{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},

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Sources & provenance

01
JAIC_Manuscript_Joseph_Anady_FINAL.docx
paragraph 35, math 1 · Sep 22, 2026
{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},
02
JAIC_Manuscript_Joseph_Anady_Revised.docx
paragraph 35, math 1 · Sep 22, 2026
{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},
03
JAIC_Manuscript_Joseph_Anady_FINAL.docx
paragraph 35, math 1 · Sep 22, 2026
{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},
04
JAIC_Manuscript_Joseph_Anady_Revised.docx
paragraph 35, math 1 · Sep 22, 2026
{P}_{t}(ϵ,W)=1{{min}_{0\le j<W}{\delta }_{t+j}>ϵ},

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