开发者:上海品职教育科技有限公司 隐私政策详情

应用版本:4.2.11(IOS)|3.2.5(安卓)APP下载

JI_ANGEL · 2020年04月06日

问一道题:NO.PZ2020010301000006

问题如下:

Suppose that 10% of fund managers are superstars. Superstars have a 20% chance of beating their benchmark by more than 5% each year(high return), whereas normal fund managers have only a 5% chance of beating their benchmark by more than 5%.

Continue the application of Bayes’ rule to compute the probability that a manager is a superstar after observing two years of “high” returns.

选项:

解释:

Consider the three scenarios: (High, High), (High, Low) and (Low, Low). We are interested in Pr (Star|High, High) using Bayes’ rule, this is equal to

Pr(High, High|Star)Pr(Star) /Pr(High, High).

Stars produce high returns in 20% of years, and so Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%.

Finally, we need to compute Pr (High, High), which is Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal).

This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,

20% * 20% * 10%/0.625%=64%

This is a large increase from the 30% chance after one year.

为什么没有low high的业务场景呢?

1 个答案
已采纳答案

品职答疑小助手雍 · 2020年04月07日

嗨,爱思考的PZer你好:


因为题目说的是如果两连high的话这个manager是superstar的概率。那就不用考虑low high的情况了。

只需要考虑high high的情况。


-------------------------------
就算太阳没有迎着我们而来,我们正在朝着它而去,加油!


  • 1

    回答
  • 0

    关注
  • 402

    浏览
相关问题

NO.PZ2020010301000006问题如下Suppose th10% of funmanagers are superstars. Superstars have a 20% chanof beating their benchmark more th5% eayear(high return), wherenormfunmanagers have only a 5% chanof beating their benchmark more th5%.Continue the application of Bayes’ rule to compute the probability tha manager is a superstafter observing two years of “high” returns. Consir the three scenarios: (High, High), (High, Low) an(Low, Low). We are interestein Pr (Star|High, High) using Bayes’ rule, this is equtoPr(High, High|Star)Pr(Star) /Pr(High, High).Stars prohigh returns in 20% of years, anso Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%. Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal). This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,20% * 20% * 10%/0.625%=64% This is a large increase from the 30% chanafter one year.1、老师好,“Pr(High, High|Star) ”这里的逗号(,)代表什么意思?是(1)以high|star为条件的high的概率?还是(2)以star为条件,第一年high同时第二年high的概率?2、“Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%”如果是(2)的意思,那么“Pr(High, High|Star)”不应该是(20%*20%*10%)/10%吗?

2024-07-14 21:24 3 · 回答

NO.PZ2020010301000006 问题如下 Suppose th10% of funmanagers are superstars. Superstars have a 20% chanof beating their benchmark more th5% eayear(high return), wherenormfunmanagers have only a 5% chanof beating their benchmark more th5%.Continue the application of Bayes’ rule to compute the probability tha manager is a superstafter observing two years of “high” returns. Consir the three scenarios: (High, High), (High, Low) an(Low, Low). We are interestein Pr (Star|High, High) using Bayes’ rule, this is equtoPr(High, High|Star)Pr(Star) /Pr(High, High).Stars prohigh returns in 20% of years, anso Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%. Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal). This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,20% * 20% * 10%/0.625%=64% This is a large increase from the 30% chanafter one year. ‘Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal).’

2024-01-01 17:29 3 · 回答

NO.PZ2020010301000006 问题如下 Suppose th10% of funmanagers are superstars. Superstars have a 20% chanof beating their benchmark more th5% eayear(high return), wherenormfunmanagers have only a 5% chanof beating their benchmark more th5%.Continue the application of Bayes’ rule to compute the probability tha manager is a superstafter observing two years of “high” returns. Consir the three scenarios: (High, High), (High, Low) an(Low, Low). We are interestein Pr (Star|High, High) using Bayes’ rule, this is equtoPr(High, High|Star)Pr(Star) /Pr(High, High).Stars prohigh returns in 20% of years, anso Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%. Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal). This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,20% * 20% * 10%/0.625%=64% This is a large increase from the 30% chanafter one year. 连续两年的概率是20%*20%,5%*5%,不是20%+20%,5%+5%,为什么是相乘,不是相加,怎么理解?

2023-12-17 12:10 1 · 回答

NO.PZ2020010301000006 问题如下 Suppose th10% of funmanagers are superstars. Superstars have a 20% chanof beating their benchmark more th5% eayear(high return), wherenormfunmanagers have only a 5% chanof beating their benchmark more th5%.Continue the application of Bayes’ rule to compute the probability tha manager is a superstafter observing two years of “high” returns. Consir the three scenarios: (High, High), (High, Low) an(Low, Low). We are interestein Pr (Star|High, High) using Bayes’ rule, this is equtoPr(High, High|Star)Pr(Star) /Pr(High, High).Stars prohigh returns in 20% of years, anso Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%. Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal). This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,20% * 20% * 10%/0.625%=64% This is a large increase from the 30% chanafter one year. 这个题目的提问内容意思我没有完全看懂,另外请老师用中文,并用图示法讲解一下,谢谢!

2023-06-08 13:07 1 · 回答

NO.PZ2020010301000006问题如下 Suppose th10% of funmanagers are superstars. Superstars have a 20% chanof beating their benchmark more th5% eayear(high return), wherenormfunmanagers have only a 5% chanof beating their benchmark more th5%.Continue the application of Bayes’ rule to compute the probability tha manager is a superstafter observing two years of “high” returns. Consir the three scenarios: (High, High), (High, Low) an(Low, Low). We are interestein Pr (Star|High, High) using Bayes’ rule, this is equtoPr(High, High|Star)Pr(Star) /Pr(High, High).Stars prohigh returns in 20% of years, anso Pr(High, High|Star) = 20% * 20% Pr (Star) is still 10%. Finally, we neeto compute Pr (High, High), whiis Pr(High, High|Star) Pr(Star) + Pr(High, High|Normal)Pr(Normal). This value is 20% * 20% * 10% + 5% * 5% * 90% = 0.625%. Combing these values,20% * 20% * 10%/0.625%=64% This is a large increase from the 30% chanafter one year.本题如何画图,就是辅助做题图

2022-04-26 06:52 1 · 回答