2. Say we are given a table representing the bivariate probability mass function f(X,Y) Find P(Y=2|X = 1) X = 1 X = 2 X = 3 Y = 1 Y = 2 Y = 3 0 1/8 3/8 0 0 1/4 1/4 0 0

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#2

1. Suppose we are interested in investigating the lifespan of a Texas Instrument calculator
and we model the lifespan using an exponential distribution with unknown parameter
(A). If we test 5 calculators, and their lifetimes are 2, 3, 1, 3, and 4 years, respectively,
(a) What is the maximum likelihood estimator for X?
(b) What does it mean in words?
2. Say we are given a table representing the bivariate probability mass function f(X,Y)
X = 1
X = 2
X = 3
Y = 1 Y = 2
0
1/8
0
0
1/4
0
Y = 3
3/8
1/4
0
Find P(Y=2|X = 1)
3. We are given the following bivariate density function :
f(x,y) = y ( ²2 − x).
-
where X and Y represent the lifespan of two electrical components in a transistor.
(a) Check that f(x, y) is actually a bivariate density
(b) Find the marginal pdfs, f(x) and f(y)
+x; where 0<x< 1 and 0 < y < 2
Transcribed Image Text:1. Suppose we are interested in investigating the lifespan of a Texas Instrument calculator and we model the lifespan using an exponential distribution with unknown parameter (A). If we test 5 calculators, and their lifetimes are 2, 3, 1, 3, and 4 years, respectively, (a) What is the maximum likelihood estimator for X? (b) What does it mean in words? 2. Say we are given a table representing the bivariate probability mass function f(X,Y) X = 1 X = 2 X = 3 Y = 1 Y = 2 0 1/8 0 0 1/4 0 Y = 3 3/8 1/4 0 Find P(Y=2|X = 1) 3. We are given the following bivariate density function : f(x,y) = y ( ²2 − x). - where X and Y represent the lifespan of two electrical components in a transistor. (a) Check that f(x, y) is actually a bivariate density (b) Find the marginal pdfs, f(x) and f(y) +x; where 0<x< 1 and 0 < y < 2
Expert Solution
Step 1: Given information

Given bivariate probability mass function as follows.


Y=1Y=2Y=3
X=101/83/8
X=200 1/4
X=3 1/400
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