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Jan 10, 2022 at 15:20 comment added Michael Greinecker The standard reference for these kinds of questions is the book "Mathematical theory of Statistics" by Strasser, which makes for really, really hard reading. The most readable reference I know is Chapter 1 of the book "Statistical Experiments and Decisions: Asymptotic Theory" by Shiryaev and Spokoiny, which is still quite technical. There you can look for the assumption that a statistical experiment is "dominated," which means that each probability measure admits a density with respect to a single $\sigma$-finite measure.
Jan 10, 2022 at 13:10 comment added djsteve @MichaelGreinecker Thank you for your comment. Can you elaborate more on densities issues? any references would be helpful
Jan 9, 2022 at 17:15 comment added Michael Greinecker Actually, infinite versions of the theorem usually require a lot more than some measurability assumptions. Usually, one needs to assume the existence of densities.
Jan 9, 2022 at 15:35 history edited djsteve CC BY-SA 4.0
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Jan 9, 2022 at 15:24 vote accept Hunger Learn
S Jan 9, 2022 at 15:17 review First answers
Jan 9, 2022 at 16:15
S Jan 9, 2022 at 15:17 history answered djsteve CC BY-SA 4.0