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Oct 21 at 14:13 comment added xiangsha @CarloBeenakker Could you explain a little more about the concentration of the measure in your answer? or give some reference? Thanks!
Jan 30, 2022 at 1:54 comment added Iosif Pinelis @CarloBeenakker : Even when $m$ is fixed (and $\ne1$), the asymptotics depends on how much the $a_j$'s differ from one another -- see Addendum 3 in my answer.
Jan 28, 2022 at 2:18 comment added xiangsha Thanks a lot! The question is for both m→∞ and n →∞, however, I found your estimate held for m that not so large, for instance m=O(lnn) and n →∞. Thank you for the details which help me a lot!
Jan 23, 2022 at 18:20 comment added Carlo Beenakker my estimate is for $n\rightarrow\infty$ at fixed $m$, the double limit $m,n\rightarrow\infty$ is different.
Jan 23, 2022 at 18:18 history edited Carlo Beenakker CC BY-SA 4.0
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Jan 23, 2022 at 18:18 comment added Iosif Pinelis But here $m\to\infty$.
Jan 23, 2022 at 18:16 comment added Carlo Beenakker @IosifPinelis --- I tried this simple case for $m=1$ and actually find that the exact result equals the large-$n$ estimate...
Jan 23, 2022 at 18:16 history edited Carlo Beenakker CC BY-SA 4.0
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Jan 23, 2022 at 17:23 comment added Iosif Pinelis I think the asymptotics will very much depend on how much the $a_j$'s differ from one another. E.g., if $a_1=1$ and $a_2=\cdots=a_n=0$, then it seems clear that the main contribution to the integral will be from $\mathbf x$ with $x_1^2\approx1$ and $x_j^2\approx0$ for $j\ge2$. So, then $\sum_{j=1}^{n}a_{j}x_{j}^2$ will be close to $1$, rather than to $\sum_{j=1}^{n}a_{j}r^2/n\approx1/n$.
Jan 23, 2022 at 16:42 history answered Carlo Beenakker CC BY-SA 4.0