# Geometric Distributions - Problem

• Mar 20th 2014, 04:40 AM
zikcau25
Geometric Distributions - Problem
Quote: A Concise Course in Advanced Statistics - Crawshaw, Pg. 277 Question 10.

Quote:

X~Geo(p) and the probability that the first success is obtained on the second attempt is 0.1275.

If p > 0.5, find P(X > 2)
.

Textbook ANS: 0.7225

Reminding, Geometric Model:
$P(X=r) = q^{r-1}p$, $r = 1, 2, 3..\infty.$ And to the limit $\sum_{r=1 }^{\infty }P(X=r)=1$
Where,
r : rth attempt
q : the probability of failure
p : the probability of success

p (the probability of success) is a constant, but I have trouble understanding what p > 0.5 really means from the quoted question above.

Does it means a range of values of p then how to solve the question,
or it just simply requires one constant p = 0.6.

If that is so, there I am trying to solve it as follows:

$q^{2-1}p=0.1275$

$P(>2)=1-P(X\leq 2)$

Therefore,

$1-P(X\leq 2)=1-\left [ P(1) +P(2)\right ]=1-\left [ p+qp \right ]=1-\left [ {\color{Red} 0.6}+0.1275 \right ]$ = 0.2725 $\neq 0.7225$

You are welcome to give your help. Thanks. (Hi)
• Mar 20th 2014, 07:12 AM
HallsofIvy
Re: Geometric Distributions - Problem
In order that "the first success occurs on the second trial", there must be failure on the first trial and a success on the second. The probability of failure on the first attempt is 1- p and the probability of success on the second trial is (1- p)p. So the probability of "first success on the second trial is $(1- p)^2p= 0.1275$

Solve p- p^3= 0.1275 or p^3- p- 0.1275. You don't say how you got p= 0.6. It certainly does not satisfy that. I get between 9.0 and 9.1.
• Mar 20th 2014, 08:07 AM
Plato
Re: Geometric Distributions - Problem
Quote:

Originally Posted by zikcau25
X~Geo(p) and the probability that the first success is obtained on the second attempt is 0.1275.
If p > 0.5, find P(X > 2).
Textbook ANS: 0.7225

I think that the given answer should be $0.0225$. It is just a typo.

$\mathcal{P}(X=2)=(1-p)p=0.1275$ gives $p=0.85$ (that is p>.5).

So $1-(0.85+0.1275)=0.0225$.
• Mar 20th 2014, 09:04 AM
zikcau25
Re: Geometric Distributions - Problem
Thanks to Sir HallsofIvy, for reminding me to evaluate, quadratically, two values of p from the relationship $p = (1- q)$ to choose only one value satisfying $P > 0.5.$

And Secondly, to Sir Plato for confirming the textbook printing error for $P > 0.5$ instead of $P < 0.5$ :)