Math Help Forum

Math Help Forum Feed Site Feed

Go Back   Math Help Forum > Pre-University Math Help > Basic Statistics and Probability
Reply
 
Thread Tools Display Modes
  #1  
Old November 7th, 2009, 12:11 AM
Newbie
 
Join Date: Nov 2009
Posts: 22
Country:
Thanks: 9
Thanked 0 Times in 0 Posts
hazel is on a distinguished road
Post Random Variables and Prob Distributions

1. A shipment of 7 television sets contains 2 defectve sets. A hotel makes a random purchase of 3 sets. If x is the number of defective sets purchased by the hotel, find the probability distribution of X.

my solution:
x can take {0,1,2} since only 2 defective sets.
sample space = 7choose 3 = 70

f(x) = P(X=0) = (2 choose 0 ) * (5choose2) / (7 choose 3) = 20/70= 2/7
but how about :
P(X=1) ?
P(X=2) ?

i am stuck.


2. The time to failure in hours of an important pc of electronic equpment used in a manufactured DVD player has the density function

f(x) = 1/2000 exp (-x/2000) , x>=0
0, x<0

2a) Find F (x)

2b) Determine the prob that the component (and thus the DVD player) lasts more than 1000 hours before the component needs to be replaced.

2c) Determine the probability that the component fails before 2000 hours.


many thanks !
Reply With Quote
Advertisement
 
  #2  
Old November 7th, 2009, 01:45 AM
Member
 
Join Date: Oct 2009
Location: Brisbane
Posts: 114
Country:
Thanks: 2
Thanked 42 Times in 41 Posts
Debsta will become famous soon enough
Default

Q1.
Firstly 7C3 = 35 not 70.
p(x=0)= 2C0 x 5C3 / 7C3 (ie 0 defectives out of 2, and 3 good ones out of 5)
p(x=1) = 2C1 x 5C3 / 7C3 (ie 1 defective out of 2 and 2 good ones out of 5)
p(x=2) = ....you can do that one!

(Good idea to check when you finish that they all add up to 1.)
Reply With Quote
  #3  
Old November 7th, 2009, 01:51 AM
Member
 
Join Date: Oct 2009
Location: Brisbane
Posts: 114
Country:
Thanks: 2
Thanked 42 Times in 41 Posts
Debsta will become famous soon enough
Default

Have you had a go at Q2. It involves integrating and finding area under the curve. A graph will help you think it through.
Reply With Quote
  #4  
Old November 7th, 2009, 04:17 AM
mr fantastic's Avatar
Flow Master

 
Join Date: Dec 2007
Location: Zeitgeist
Posts: 12,243
Country:
Thanks: 2,576
Thanked 4,763 Times in 4,195 Posts
mr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond repute
Default

Quote:
Originally Posted by hazel View Post
[snip]
f(x) = P(X=0) = (2 choose 0 ) * (5choose2) / (7 choose 3) = 20/70= 2/7
but how about :
P(X=1) ?
P(X=2) ?

i am stuck.


2. The time to failure in hours of an important pc of electronic equpment used in a manufactured DVD player has the density function

f(x) = 1/2000 exp (-x/2000) , x>=0
0, x<0

2a) Find F (x)

2b) Determine the prob that the component (and thus the DVD player) lasts more than 1000 hours before the component needs to be replaced.

2c) Determine the probability that the component fails before 2000 hours.


many thanks !
Have you been taught how to use a probability density function (pdf) to calculate probabilities ....? Please post all the work you've done and state where you get stuck.
__________________
There are two things you should never try to prove: the impossible and the obvious.

The greater danger for most of us lies not in setting our aim too high and falling short; but in setting our aim too low and achieving our mark. (Michelangelo Buonarroti)

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.
Reply With Quote
  #5  
Old November 10th, 2009, 09:11 AM
Newbie
 
Join Date: Nov 2009
Posts: 22
Country:
Thanks: 9
Thanked 0 Times in 0 Posts
hazel is on a distinguished road
Default Ok for qn 1

Quote:
Originally Posted by Debsta View Post
Q1.
Firstly 7C3 = 35 not 70.
p(x=0)= 2C0 x 5C3 / 7C3 (ie 0 defectives out of 2, and 3 good ones out of 5)
p(x=1) = 2C1 x 5C3 / 7C3 (ie 1 defective out of 2 and 2 good ones out of 5)
p(x=2) = ....you can do that one!

(Good idea to check when you finish that they all add up to 1.)
Oh yes, i got it now. Thanks !
Reply With Quote
  #6  
Old November 10th, 2009, 09:15 AM
Newbie
 
Join Date: Nov 2009
Posts: 22
Country:
Thanks: 9
Thanked 0 Times in 0 Posts
hazel is on a distinguished road
Default

So does it mean i do an integration of the expression 1/2000 exp (-x/2000) ?
but the thing is i don't know the range.
what i don't understand is - x>=0 and then for 0 x < 0.
Reply With Quote
  #7  
Old November 10th, 2009, 06:55 PM
mr fantastic's Avatar
Flow Master

 
Join Date: Dec 2007
Location: Zeitgeist
Posts: 12,243
Country:
Thanks: 2,576
Thanked 4,763 Times in 4,195 Posts
mr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond repute
Default

Quote:
Originally Posted by hazel View Post
So does it mean i do an integration of the expression 1/2000 exp (-x/2000) ?
but the thing is i don't know the range.
what i don't understand is - x>=0 and then for 0 x < 0.
You are told that f(x) = 0 for x < 0 and that it's equal to 1/2000 exp (-x/2000) for x \geq 0.
__________________
There are two things you should never try to prove: the impossible and the obvious.

The greater danger for most of us lies not in setting our aim too high and falling short; but in setting our aim too low and achieving our mark. (Michelangelo Buonarroti)

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.
Reply With Quote
  #8  
Old November 11th, 2009, 06:04 AM
Newbie
 
Join Date: Nov 2009
Posts: 22
Country:
Thanks: 9
Thanked 0 Times in 0 Posts
hazel is on a distinguished road
Default

So meaning just integrate this function and then substitute x= 0 to get the answer ?
Reply With Quote
  #9  
Old November 11th, 2009, 07:06 PM
mr fantastic's Avatar
Flow Master

 
Join Date: Dec 2007
Location: Zeitgeist
Posts: 12,243
Country:
Thanks: 2,576
Thanked 4,763 Times in 4,195 Posts
mr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond reputemr fantastic has a reputation beyond repute
Default

Quote:
Originally Posted by hazel View Post
So meaning just integrate this function and then substitute x= 0 to get the answer ?
\Pr(X > a) = \int_a^{+\infty} f(x) \, dx.

\Pr(X < a) = \int^a_{0} f(x) \, dx where f(x) is the rule that applies for when x > 0.

These are things you're meant to know.
__________________
There are two things you should never try to prove: the impossible and the obvious.

The greater danger for most of us lies not in setting our aim too high and falling short; but in setting our aim too low and achieving our mark. (Michelangelo Buonarroti)

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.

  • To view links or images in signatures your post count must be 10 or greater. You currently have 0 posts.
Reply With Quote
The following users thank mr fantastic for this useful post:
Donate to MHF
  #10  
Old November 12th, 2009, 08:49 AM
Newbie
 
Join Date: Nov 2009
Posts: 22
Country:
Thanks: 9
Thanked 0 Times in 0 Posts
hazel is on a distinguished road
Default

Quote:
Originally Posted by mr fantastic View Post
\Pr(X > a) = \int_a^{+\infty} f(x) \, dx.

\Pr(X < a) = \int^a_{0} f(x) \, dx where f(x) is the rule that applies for when x > 0.

These are things you're meant to know.
ok thanks.
Reply With Quote
Reply

Tags
combinations, permutation, probability distribution

Thread Tools
Display Modes

Posting Rules
You may not post new threads
You may not post replies
You may not post attachments
You may not edit your posts

BB code is On
Smilies are On
[IMG] code is On
HTML code is Off
Trackbacks are Off
Pingbacks are Off
Refbacks are Off
Forum Jump


All times are GMT -7. The time now is 12:40 AM.


Powered by vBulletin® Version 3.7.3
Copyright ©2000 - 2009, Jelsoft Enterprises Ltd.
SEO by vBSEO 3.2.0 ©2008, Crawlability, Inc.
©2005 - 2009 Math Help Forum


Math Help Forum is a community of maths forums with an emphasis on maths help in all levels of mathematics.
Register to post your math questions or just hang out and try some of our math games or visit the arcade.