Question

1. Let X be the random variable equal to the proportion of x-chromosome carrying sperm in an individual drawn at random from the male population, so that the probability of an offspring from this individual being female (the event F ) conditional on a given value of X is P[F | X = x] = x. Suppose n female offspring are observed in succession from a given random male individual, denoted as the sequence of events F^1 , F^2 , ... , F^n . Show that the joint probability P[F^1 ? F^2 ? ... ? F^n] is given by the n -th moment of X , i.e. E[X^n]. Derive a general expression for P[X = x | F^1 ? F^2 ? ... ? F^n] using Bayes’ theorem. In the case that X is uniformly distributed on [0,1], discuss the behaviour of this conditional distribution as n ? ?. [Hint: you should realize that, given X = x, the events F^i are independent; however that F^i are dependent.]

          1. Let X be the random variable equal to the proportion of x-chromosome carrying sperm in an individual drawn at random from the male population, so that the probability of an offspring from this individual being female (the event F ) conditional on a given value of X is P[F | X = x] = x. Suppose n female offspring are observed in succession from a given random male individual, denoted as the sequence of events F^1 , F^2 , ... , F^n . Show that the joint probability P[F^1 ? F^2 ? ... ? F^n] is given by the n -th moment of X , i.e. E[X^n].

Derive a general expression for P[X = x | F^1 ? F^2 ? ... ? F^n] using Bayes’ theorem. In the case that X is uniformly distributed on [0,1], discuss the behaviour of this conditional distribution as n ? ?. [Hint: you should realize that, given X = x, the events F^i are independent; however that F^i are dependent.]
        
Show more…
1. Let X be the random variable equal to the proportion of x-chromosome carrying sperm in an individual drawn at random from the male population, so that the probability of an offspring from this individual being female (the event F ) conditional on a given value of X is P[F | X = x] = x. Suppose n female offspring are observed in succession from a given random male individual, denoted as the sequence of events F^1 , F^2 , ... , F^n . Show that the joint probability P[F^1 ? F^2 ? ... ? F^n] is given by the n -th moment of X , i.e. E[X^n].

Derive a general expression for P[X = x | F^1 ? F^2 ? ... ? F^n] using Bayes’ theorem. In the case that X is uniformly distributed on [0,1], discuss the behaviour of this conditional distribution as n ? ?. [Hint: you should realize that, given X = x, the events F^i are independent; however that F^i are dependent.]

Added by Molly T.

Close

Elementary Statistics a Step by Step Approach
Elementary Statistics a Step by Step Approach
Allan G. Bluman 9th Edition
AceChat toggle button
Close icon
Ace pointing down

Please give Ace some feedback

Your feedback will help us improve your experience

Thumb up icon Thumb down icon
Thanks for your feedback!
Profile picture
Let X be the random variable equal to the proportion of x-chromosome carrying sperm in an individual drawn at random from the male population, so that the probability of an offspring from this individual being female (the event F ) conditional on a given value of X is P[F | X = x] = x. Suppose n female offspring are observed in succession from a given random male individual, denoted as the sequence of events F^1 , F^2 , ... , F^n . Show that the joint probability P[F^1 ∩ F^2 ∩ ... ∩ F^n] is given by the n -th moment of X , i.e. E[X^n]. Derive a general expression for P[X = x | F^1 ∩ F^2 ∩ ... ∩ F^n] using Bayes’ theorem. In the case that X is uniformly distributed on [0,1], discuss the behaviour of this conditional distribution as n → ∞. [Hint: you should realize that, given X = x, the events F^i are independent; however that F^i are dependent.]
Close icon
Play audio
Feedback
Powered by NumerAI
Jennifer Stoner David Collins
Danielle Fairburn verified

Rashmi Sinha and 77 other subject Intro Stats / AP Statistics educators are ready to help you.

Ask a new question

*

Labs

-

Want to see this concept in action?

NEW

Explore this concept interactively to see how it behaves as you change inputs.

View Labs

*

Key Concepts

-
Key Concept
Premium Feature
Explore the core concept behind this problem.
Play button
Key Concept
Premium Feature
Explore the core concept behind this problem.
Your browser does not support the video tag.

*

Recommended Textbooks

-
Elementary Statistics a Step by Step Approach

Elementary Statistics a Step by Step Approach

Allan G. Bluman 9th Edition
achievement 1,532 solutions
The Practice of Statistics for AP

The Practice of Statistics for AP

Daren S. Starnes, Daniel S. Yates, David S. Moore 4th Edition
achievement 1,239 solutions
Introductory Statistics

Introductory Statistics

Barbara Illowsky, Susan Dean 1st Edition
achievement 1,221 solutions

*

Transcript

-
00:01 Let b is equal to f -dash union f square union sorry f -1 union f till f to the power n therefore probability of b is equal to summation of i probability of b and x equal to x i multiplied by probability of x equal to x i b and x equal to x i is equal to probability of f1 union f2 union till f to the power n and x equal to x i that is equal to probability of f one x equal to x i the since probability of f to the power n is equal to x to the power x i that is equal to x i that is equal to x to the power n since probability of x and x equal to x is equal to x so therefore probability of b is equal to submission of i x i to the power n probability of x equal to x i that is e of x to the power n so now probability of x equal to x and b is equal to probability of p and x equal to x multiplied by probability of x…
Need help? Use Ace
Ace is your personal tutor. It breaks down any question with clear steps so you can learn.
Start Using Ace
Ace is your personal tutor for learning
Step-by-step explanations
Instant summaries
Summarize YouTube videos
Understand textbook images or PDFs
Study tools like quizzes and flashcards
Listen to your notes as a podcast
Continue solving this problem
Create a free account to:
  • View full step-by-step solution
  • Ask follow-up questions with Ace AI
  • Save progress and study later
Continue Free
Join the community

18,000,000+

Students on Numerade


Trusted by students at 8,000+ universities

Numerade

Get step-by-step video solution
from top educators

Continue with Clever
or



By creating an account, you agree to the Terms of Service and Privacy Policy
Already have an account? Log In

A free answer
just for you

Watch the video solution with this free unlock.

Numerade

Log in to watch this video
...and 100,000,000 more!


EMAIL

PASSWORD

OR
Continue with Clever