Given p in [0,1], pn^{(d+1)/d} rightarrow infty and np-log n-d log log n rightarrow infty, for a fixed d, show that n ((n-1),(d)) p^d(1-p)^{n-1-d}=<o(1), as n rightarrow infty.

Sasha Hess

Sasha Hess

Answered question

2022-09-07

Given p [ 0 , 1 ] , p n ( d + 1 ) / d and n p log n d loglog n , for a fixed d, show that
n ( n 1 d ) p d ( 1 p ) n 1 d o ( 1 ) , as  n ..
I’ve been stuck with this for a day. Taking log of the first expression for p would give logn, but I can’t see where that loglogn comes from.

Answer & Explanation

Jaylen Mcmahon

Jaylen Mcmahon

Beginner2022-09-08Added 16 answers

Explanation:
Since d is fixed, 0 < p < 1 we can estimate
n ( n 1 d ) p d ( 1 p ) n 1 d c n d + 1 ( 1 p ) n ,
which tends to zero, because ( 1 p ) n exponentially small. If I understand your problem correctly.
Cameron Benitez

Cameron Benitez

Beginner2022-09-09Added 17 answers

Step 1
From ( n k ) = n k ( n 1 k 1 ) , we have
(1) n ( n 1 d ) p d ( 1 p ) n 1 d = ( d + 1 ) n d + 1 ( n 1 d ) p d ( 1 p ) n 1 d = d + 1 p ( n d + 1 ) p d + 1 ( 1 p ) n ( d + 1 )
Of course p 0, because p n ( d + 1 ) / d (otherwise it would 0).
Step 2
Using binomial theorem
(2) ( n d + 1 ) p d + 1 ( 1 p ) n ( d + 1 ) k = 0 n ( n k ) p k ( 1 p ) n k = ( p + 1 p ) n = 1
Adding (1) and (2) altogether
(3) n ( n 1 d ) p d ( 1 p ) n 1 d d + 1 p
The RHS is a constant, so
n ( n 1 d ) p d ( 1 p ) n 1 d = O ( 1 )

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