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标 题Re: [计算] signal-detection的计算
发信站无名小站 (Sat Apr 28 09:45:28 2007)
转信站ptt!Group.NCTU!grouppost!Group.NCTU!wretch
印象中有回过, 却找不到...
前两天太累了, 可能回到一半就放弃或者因中断而被清掉?
※ 引述《[email protected] (要来念请慎重考虑)》之铭言:
> 其实我不知道该去哪里问...因为是实验法的题目
> 好像又不属於统计的范畴@@" 而且看到指数对数就很头痛 >//////<
你没学过统计?
那要怎麽讲?
> 所以想请教大家 给我一些指引 :)
> Suppose a gang of smugglers were trying illegally to export radioactive
> material.In an effort to try to stop this, you monitor with a Geiger
> counter every package leaving the country.
> For those packages without the radioactive material (NRA)
> the number of counts is given approximately by an exponential
> distribution.
> Letting x equal the number of counts:
> f(x|NRA) = λe^(-x)
"f" 是甚麽? p.d.f.? 那怎会有 "λ"?
> For the package with radio active material (RA)
> f(x|RA) = λe^(-λx) 0 < λ < 1.00
> (a) What is the likelihood ratio of a package’s containing radioactive
> material as opposed to its not containing radioactive material?
"likelihood ratio" 是甚麽?
不知道的话去看看 mathematical statistics 的教本吧!
> (b) If the a priori probability of a package’s containing radioactive
> material is 1 in 10^6 , and if
> $100 is cost of opening a package and repacking it if does not contain
> radioactive material (false alarm -$100)
> $10^4 is value of catching a radioactive package (Hit +$10^4)
> $10^6 is cost of letting a radioactive package through (Miss -$10^6)
> $0 is the value of letting a nonradioactive package through
> (correct rejection +$0)
> What value of likelihood ratio should lead one to ask that the package
> be opened?
其实这题目的假设有问题.
设定上参数 λ 在 0-1 之间, 不含 0.
那麽 prior 设定 P[0<λ<1] = 1/10^6, 要如何去处理不
同 λ 值的问题?
既然在 prior 及报酬函数都只考虑 simple vs. simple
的检定问题, 就应设定单一 λ 值.
> (c) If =1/6, what value of x would one need to attain that value of
> likelihood ratio in (b)?
在 simple vs. simple 假说检定问题,这小题只不过是把
概度比表示的弃却域变成用 x 表示罢了!
只是, 题目却设定非单一的 λ 值...
> Suppose your budge director gives you $300,000 per year, so that you can
> afford to open 3000 packages per year even if none is radioactive.
> (d) What number of counts would you use on the assumption that 10
> packages are processed each year?
看不懂...
> (e) What is your probability of detecting a radioactive package if=1/8?
甚麽东西 "=1/8"?
> 我很努力的想 也只可能知道第一提可能的解答是什麽
> 我会再努力看看 也希望板上的大家可以给我一点指引..
> 真的很感谢你们^^
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