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Sep 21, 2020 at 0:06 vote accept dohmatob
Sep 21, 2020 at 0:05 comment added dohmatob Thanks for the update. As a side note, I didn't mention those because I thought the were examples and non-examples (Indeed, in my question, I used boundedness of density to prove that $N(0,1)$ was a member of the sought-for family).
Sep 21, 2020 at 0:02 history edited dohmatob CC BY-SA 4.0
Missing product index
Sep 21, 2020 at 0:01 comment added Iosif Pinelis @dohmatob : In your question, you mentioned symmetry and subggaussianity as prospective conditions for (1). Did you also mention there (non-)atomicity of the distribution and boundedness of the density? Anyhow, I have now also added that the boundedness of the density cannot be relaxed by allowing the density to explode to $\infty$ near $0$. So, the relevant conditions are shown to be in terms of boundedness of the density.
Sep 20, 2020 at 23:53 history edited Iosif Pinelis CC BY-SA 4.0
added 420 characters in body
Sep 20, 2020 at 22:22 comment added dohmatob Thanks for the input. I was hoping there would be broad classes distributions strictly between atomic and bounded density, which satisfy the conditions.
Sep 20, 2020 at 22:08 history answered Iosif Pinelis CC BY-SA 4.0