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Iosif Pinelis
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Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p+p}{1+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

ByConsider first the case when $n\ge1/\sqrt p$, so that $1/n\le\sqrt p$. In view of Cantelli's inequality, if $n\sqrt p\ge1$, then $$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p(1-p)\sqrt p}{p(1-p)\sqrt p+(\sqrt p-p)^2} \\ &=\frac{\sqrt p+p}{1+p}, \end{aligned} $$ so that (1) holds if $n\sqrt p\ge1$$n\ge1/\sqrt p$.

In the remaining case, when $n\sqrt p<1$$n<1/\sqrt p$, we have $\sqrt p<1/n$ and hence $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p+p}{1+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p+p}{1+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Cantelli's inequality, if $n\sqrt p\ge1$, then $$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p(1-p)\sqrt p}{p(1-p)\sqrt p+(\sqrt p-p)^2} \\ &=\frac{\sqrt p+p}{1+p}, \end{aligned} $$ so that (1) holds if $n\sqrt p\ge1$.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p+p}{1+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p+p}{1+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

Consider first the case when $n\ge1/\sqrt p$, so that $1/n\le\sqrt p$. In view of Cantelli's inequality, $$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p(1-p)\sqrt p}{p(1-p)\sqrt p+(\sqrt p-p)^2} \\ &=\frac{\sqrt p+p}{1+p}, \end{aligned} $$ so that (1) holds if $n\ge1/\sqrt p$.

In the remaining case, when $n<1/\sqrt p$, we have $\sqrt p<1/n$ and hence $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p+p}{1+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

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Iosif Pinelis
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Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p}{1-\sqrt p+p},\tag{1}$$$$P(A_n>\sqrt p)\le\frac{\sqrt p+p}{1+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Cantelli's inequality,
$$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p/n}{p/n+(\sqrt p-p)^2} \\ &=\frac{1/n}{1/n+(1-\sqrt p)^2} \\ &\le\frac{\sqrt p}{\sqrt p+(1-\sqrt p)^2} =\frac{\sqrt p}{1-\sqrt p+p} \end{aligned} $$ if if $n\sqrt p\ge1$, then in which case$$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p(1-p)\sqrt p}{p(1-p)\sqrt p+(\sqrt p-p)^2} \\ &=\frac{\sqrt p+p}{1+p}, \end{aligned} $$ so that (1) holds if $n\sqrt p\ge1$.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p}{1-\sqrt p+p},$$$$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p+p}{1+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p}{1-\sqrt p+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Cantelli's inequality,
$$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p/n}{p/n+(\sqrt p-p)^2} \\ &=\frac{1/n}{1/n+(1-\sqrt p)^2} \\ &\le\frac{\sqrt p}{\sqrt p+(1-\sqrt p)^2} =\frac{\sqrt p}{1-\sqrt p+p} \end{aligned} $$ if $n\sqrt p\ge1$, in which case (1) holds.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p}{1-\sqrt p+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p+p}{1+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Cantelli's inequality, if $n\sqrt p\ge1$, then $$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p(1-p)\sqrt p}{p(1-p)\sqrt p+(\sqrt p-p)^2} \\ &=\frac{\sqrt p+p}{1+p}, \end{aligned} $$ so that (1) holds if $n\sqrt p\ge1$.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p+p}{1+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

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Iosif Pinelis
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Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p}{(1-\sqrt p)^2},\tag{1}$$$$P(A_n>\sqrt p)\le\frac{\sqrt p}{1-\sqrt p+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Chebyshev's inequalityCantelli's inequality, 
$$P(A_n>\sqrt p)\le\frac{p(1-p)/n}{(\sqrt p-p)^2}\le\frac{p/n}{(\sqrt p-p)^2} =\frac{1/n}{(1-\sqrt p)^2}\le\frac{\sqrt p}{(1-\sqrt p)^2}$$$$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p/n}{p/n+(\sqrt p-p)^2} \\ &=\frac{1/n}{1/n+(1-\sqrt p)^2} \\ &\le\frac{\sqrt p}{\sqrt p+(1-\sqrt p)^2} =\frac{\sqrt p}{1-\sqrt p+p} \end{aligned} $$ if $n\sqrt p\ge1$, in in which case (1) holds.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p,$$$$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p}{1-\sqrt p+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It alsoactually holds for all $p=0$$p\in[0,1]$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p}{(1-\sqrt p)^2},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Chebyshev's inequality, $$P(A_n>\sqrt p)\le\frac{p(1-p)/n}{(\sqrt p-p)^2}\le\frac{p/n}{(\sqrt p-p)^2} =\frac{1/n}{(1-\sqrt p)^2}\le\frac{\sqrt p}{(1-\sqrt p)^2}$$ if $n\sqrt p\ge1$, in which case (1) holds.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p,$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It also holds for $p=0$.)

Let $n:=N$. Let us show that for all natural $n$ and all $p\in(0,1)$ $$P(A_n>\sqrt p)\le\frac{\sqrt p}{1-\sqrt p+p},\tag{1}$$ so that $P(A_n>\sqrt p)\to0$ whenever $p\downarrow0$.

By Cantelli's inequality, 
$$\begin{aligned} P(A_n>\sqrt p)&\le\frac{p(1-p)/n}{p(1-p)/n+(\sqrt p-p)^2} \\ &\le\frac{p/n}{p/n+(\sqrt p-p)^2} \\ &=\frac{1/n}{1/n+(1-\sqrt p)^2} \\ &\le\frac{\sqrt p}{\sqrt p+(1-\sqrt p)^2} =\frac{\sqrt p}{1-\sqrt p+p} \end{aligned} $$ if $n\sqrt p\ge1$, in which case (1) holds.

In the remaining case, when $n\sqrt p<1$, we have $$P(A_n>\sqrt p)=P(A_n>0)=1-(1-p)^n\le np<\sqrt p<\frac{\sqrt p}{1-\sqrt p+p},$$ so that (1) again holds.

Thus indeed, (1) holds for all natural $n$ and all $p\in(0,1)$. (It actually holds for all $p\in[0,1]$.)

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