CDF total positivity and a singular density endpoint for Clayton copulas #
This classifies IsTP2CDF, a property distinct from MTP2 of a density. The W endpoint also has no Lebesgue MTP2 density.
theorem
ProbabilityTheory.Copula.not_isTP2CDF_clayton_negative
(θ : ℝ)
(hθ : -1 ≤ θ)
(hn : θ < 0)
:
¬(claytonNegative θ hθ hn).IsTP2CDF
A negative Clayton copula does not have a TP2 CDF.
theorem
ProbabilityTheory.Copula.not_hasMTP2Density_clayton_negative_one :
¬(claytonNegative (-1) ⋯ ⋯).HasMTP2Density
The negative endpoint is W and therefore has no Lebesgue MTP2 density.