The Polya urn model for contagion is as follows. We start with an urn which contains one white ball and one black ball. At each second we choose a ball at random from the urn and replace it together with one more ball of the same colour. Calculate the probability that when n balls are in the urn, i of them are white.
in Other Math Topics by

Your answer

Your name to display (optional):
Privacy: Your email address will only be used for sending these notifications.
Anti-spam verification:
To avoid this verification in future, please log in or register.

1 Answer

0 sec 0 BW (1/2) (one white ball out of 2 balls)

1 sec 0.1 B: BW→BBW (1/3)

1 sec0.2 W: BW→BWW (2/3)

2 sec 0.1.1 B: BBW→BBBW (1/4)

2 sec 0.1.2 W: BBW→BBWW (2/4)

2 sec 0.2.1 B: BWW→BBWW (2/4)

2 sec 0.2.2 W: BWW→BWWW (3/4)

3 sec 0.1.1.1 B: BBBW→BBBBW (1/5) 3 sec

3 sec 0.1.1.2 W: BBBW→BBBWW (2/5)

3 sec 0.1.2.1 B: BBWW→BBBWW (2/5)

3 sec 0.1.2.2 W: BBWW→BBWWW (3/5)

3 sec 0.2.1.1 B: BBWW→BBBWW (2/5)

3 sec 0.2.1.2 W: BBWW→BBWWW (3/5)

3 sec 0.2.2.1 B: BWWW→BBWWW (3/5)

3 sec 0.2.2.2 W: BWWW→BWWWW (4/5)

The above represents a tree of consecutive outcomes in progressive seconds. The colour-coding shows how the number of outcomes doubles every second: 2, 4, 8, 16, etc.

Write the numbers from 1 to n-1 along a row.

Write Pascal's Triangle row t (t seconds) under the numbers from 1 to n-1.

Example 1: for n=5, t=n-2=3 sec:

1 2 3 4 (1 to n-1)

1 3 3 1 (Pascal row 3) 8 outcomes.

Example 2: for n=6, t=n-2=4 sec:

1 2 3 4 5 (1 to n-1)

1 4 6 4 1 (Pascal row 4) 16 outcomes.

The Pascal numbers are tCr (also represented by C(t,r)), being the coefficients in the binomial expansion of (a+b)t). Number of outcomes is 2t (t can be replaced by n-2).

Probability of n-1 white balls is 1/2n-2, probability of 1 white ball is also 1/2n-2.

Probability of n-2 or 2 white balls is (n-2)/2n-2; probability of n-3 or 3 white balls is (n-2)(n-3)/2! = tC2.

Probability of i white balls is n-2Ci-1/2n-2, where 1≤i≤n-1, for integer i. Example: n=6, 2n-2=16:

i     p     i-1  n-2Ci-1

1  1/16   0   4C0=1

2  1/4     1   4C1=(n-2)/1!=4

3  3/8     2   4C2=(n-2)(n-3)/2!=4×3/2=6

4  1/4     3   4C3=(n-2)(n-3)(n-4)/3!=4×3×2/6=4

5  1/16   4   4C4=(n-2)(n-3)(n-4)(n-5)/4!=4×3×2×1/24=1

by Top Rated User (1.1m points)

Related questions

1 answer
1 answer
1 answer
asked Jun 12, 2013 in Statistics Answers by helpnmath Level 1 User (140 points) | 697 views
1 answer
Welcome to MathHomeworkAnswers.org, where students, teachers and math enthusiasts can ask and answer any math question. Get help and answers to any math problem including algebra, trigonometry, geometry, calculus, trigonometry, fractions, solving expression, simplifying expressions and more. Get answers to math questions. Help is always 100% free!
87,544 questions
99,727 answers
2,417 comments
479,657 users