RadonNikodym derivatives. (i) If and are -finite measures over (X , A) and is
Question:
Radon–Nikodym derivatives.
(i) If λ and μ are σ-finite measures over (X , A) and μ is absolutely continuous with respect to λ, then
f dμ =
f dμ
dλ
dλ
for any μ-integrable function f .
(ii) If λ, μ, and ν are σ-finite measures over (X , A) such that ν is absolutely continuous with respect to μ and μ with respect to λ, then dν
dλ = dν
dμ
dμ
dλ
a.e. λ.
(iii) If μ and ν are σ-finite measures„ which are equivalent in the sense that each is absolutely continuous with respect to the other, then dν
dμ =
dμ
dν
!−1 a.e. μ, ν.
(iv) If
μk , k = 1, 2,..., and μ are finite measures over (X , A) such that ∞
k=1 μk (A) = μ(A) for all A ∈ A, and if the μk are absolutely continuous with respect to a σ-finite measure λ, then μ is absolutely continuous with respect to λ, and d n k=1 μk dλ = n k=1 dμk dλ , lim n→∞
d n k=1 μk dλ = dμ
dλ
a.e. λ.
[(i): The equation in question holds when f is the indicator of a set, hence when f is simple, and therefore for all integrable f .
(ii): Apply (i) with f = dν/dμ.]
Step by Step Answer:
Testing Statistical Hypotheses Volume I
ISBN: 9783030705770
4th Edition
Authors: E.L. Lehmann, Joseph P. Romano