201699544 2017-2-16 06:04 PM
想問一條數學題, 關於概率每一次抽中目標的機會率是10%, 抽30次. 然後在抽中的30個裡面抽10個.
ppresent 2017-2-16 11:33 PM
If the probability doesn't change each time sampling a target (keeps constant to be 0.1), then obviously the # of targets obtained in the 30 items (call it X1) follows a binomial distribution of B(30,0.1), just use the its pmf to find the answer to the first probability.
(hint: pmf f(x) of B(n,p) is (nCx)(p^x)(1-p)^(n-x)), required probability =
The second probability is a bit harder.
Firstly, the number of targets in the 10 items selected from the 30 items (call it X2) follows a hypergeometric distribution with replacement, its pmf f(k) is
where N is the total number of objects that can be chosen, ie N=30,
n is the number of objects drawn, ie n=10,
n1 is the number of targets in N items,
however here n1 is just X1, which follows a B(30,0.1) as explained above. The pmf of X2 can be found using the law of total probability, P(X2)=ΣP(X2|X1)P(X1) , summing over X1 = 0,1,...30
and the distribution of X2 can eventually be found to be also binomial (proof omitted here because too long), which is B(10,0.1) in fact.
Therefore the second required probability is just P(X2>=1)
[[i] 本帖最後由 ppresent 於 2017-2-28 09:48 PM 編輯 [/i]]
ppresent 2017-2-17 08:06 AM
[quote]原帖由 [i]ppresent[/i] 於 2017-2-16 11:33 PM 發表 [url=http://www.discuss.com.hk/redirect.php?goto=findpost&pid=456520184&ptid=26451081][img]http://www.discuss.com.hk/images/common/back.gif[/img][/url]
...using total law of probability,... [/quote]
using the law of total probability