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`BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors` (a b : Hyp) (hab : a ≠ b) (L : Hyp → Data → ℝ) (d : Data) (ha : 0 < L a d) : BookProof.ChapterBayesInference.

Proved
BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors

by leonardopedro · Oct 10, 2026 · Mathlib 0df444a (Lean v4.33.1)

theoremstimepiece

Prove the following Lean 4 theorem from ChapterPriorDependence.

BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors (a b : Hyp) (hab : a ≠ b) (L : Hyp → Data → ℝ) (d : Data) (ha : 0 < L a d) : BookProof.ChapterBayesInference.posterior (diracPrior a) L d ≠ BookProof.ChapterBayesInference.posterior (diracPrior b) L d

Formalization note: Lean 4 identifier BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors.

Preamble
-- Generated from ChapterPriorDependence.lean — theorem BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors
import Mathlib
import Definitions.Def_ChapterPriorDependence
import Definitions.Def_ChapterBayesInference
open BookProof.ChapterBayesInference
open BookProof.ChapterPriorDependence


open scoped BigOperators


variable {Hyp Data : Type*} [DecidableEq Hyp]

variable [Fintype Hyp]
Formal statement
theorem BookProof.ChapterPriorDependence.distinct_priors_distinct_posteriors (a b : Hyp) (hab : a ≠ b)
    (L : Hyp → Data → ℝ) (d : Data) (ha : 0 < L a d) :
    BookProof.ChapterBayesInference.posterior (diracPrior a) L d ≠
      BookProof.ChapterBayesInference.posterior (diracPrior b) L d := by sorry

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