In: Statistics and Probability
Exercise 7-12: Roll a pair of fair 3-sided dice. Let F denote the number of dots on the first die and let T denote the total number of dots. Determine the Cov(F,T).
Given that,
We Roll a pair of fair 3-sided dice. Let F denote the number of dots on the first die and let T denote the total number of dots.
For this experiment sample space is given by,
Sample space= { (1,1), (2,2), (1,3), (2,1), (2,2), (2,3), (3,1), (3,2), (3,3) }
Now a 3-sided dice has only 3 dots. i.e. F takes the value 1, 2, 3 And T takes the value 2, 3, 4, 5, 6
[ Note: Probability of a certain event E is given by, P(E) = (Number of favorable outcomes for this event/Total number of outcomes) ]
Now joint probability distribution of F and T is given by,
Column wise F\ Row wise T | 1 | 2 | 3 | Total |
2 | 1/9 | 0 | 0 | 1/9 |
3 | 1/9 | 1/9 | 0 | 2/9 |
4 | 1/9 | 1/9 | 1/9 | 3/9 |
5 | 0 | 1/9 | 1/9 | 2/9 |
6 | 0 | 0 | 1/9 | 1/9 |
Total | 3/9 | 3/9 | 3/9 | 1 |
[ Note:- P(T=1, F=2) = P(1st die shown 1 dots and total number of dots are 2) = 1/9
Since, total number of outcomes are = 9, and favorable outcomes for this event is = 1
favorable outcomes for this event is (1,1). In this outcomes 1st die shown one dots and total number of dots are 2.
P(T=1, F=3) = P(1st die shown 1 dots and total number of dots are 3) = 1/9
Since, total number of outcomes are = 9, and favorable outcomes for this event is = 1
favorable outcomes for this event is (1,2). In this outcomes 1st die shown one dots and total number of dots are 3.
P(T=1, F=5) = P(1st die shown 1 dots and total number of dots are 5) = 0
Since, there is no favorable outcomes for this event. Because if 1st die shown 1 dots then highest number of dots we get 3.
P(T=2, F=5) = P(1st die shown 2 dots and total number of dots are 5) = 1/9
Since, total number of outcomes are = 9, and favorable outcomes for this event is = 1
favorable outcomes for this event is (2,3). In this outcomes 1st die shown one dots and total number of dots are 5.
Similarly we get all the other probabilities ]
Now we want to determine the value of Cov(F, T).
Formula:-
[ Round to four decimal places ]
Answer:- Cov(F,T) = 8.6667 [ Round to four decimal places ]