Solving Stochastic Processes Homework for PP (9/hora)

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  • #1
Synthemesc90
2
0

Homework Statement


If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 11:00 am came exactly 100 persons, what is the probability that between 10:00 am and 10:20 am entered less than 20 people

If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 11:00 am came exactly 80 persons, what is the probability that between 10:00 am and 10:20 am entered less than 10 people?


If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 12:00 am came exactly 2 persons, what is the probability that between 8:00 am and 11:00 am 1 people have entered?



Homework Equations





The Attempt at a Solution



solution:
P {N (1 / 3) = 20 / N (1) = 100} = (P {N (1 / 3) = 20, N (1) = 100}) / (P {N (1) = 100} )
= (P {N (1 / 3) = 20} P {N (1)-N (1 / 3 )})/( P {N (1) = 100})
P {N (1) = 100} = (9 ^ 100 e ^ (-9)) / 100! = 3.51 * 10-67
P {N (1 / 3) = 20} = (3 ^ 20 e ^ (-3)) / 20! = 7.14 * 10-11
P {N (2 / 3) = 80} = (6 ^ 80 e ^ (-6)) / 80! = 6.19 * 10-60
(7.14 * 〖10〗 ^ (-11) * 6.19 * 〖10〗 ^ (-60)) / (3.51 * 〖10〗 ^ (-67)) = 1.26 * 10-3
* For n ≤ 20
Σ_ (i = 0) ^ 20 ▒ 〖((3 ^ i / i! 6 ^ (100-i) / (100-i 9 ^ )!))/( 100/100!) = 2.37 * 〖10〗 ^ (-3)〗
----------------------------------
P {N (1 / 3) = 10 / N (1) = 80} = (P {N (1 / 3) = 10, N (1) = 80}) / (P {N (1) = 80} )
= (P {N (1 / 3) = 10} P {N (1)-N (1 / 3 )})/( P {N (1) = 80})
P {N (1) = 80} = (9 ^ 80 e ^ (-9)) / 80! = 3.77 * 10-47
P {N (1 / 3) = 10} = (3 ^ 10 e ^ (-3)) / 10! = 8.1 * 10-4
P {N (2 / 3) = 70} = (6 ^ 70 e ^ (-6)) / 70! = 6.12 * 10-49
(8.1 * 〖10〗 ^ (-4) * 6.12 * 〖10〗 ^ (-49)) / (3.77 * 〖10〗 ^ (-47)) = 1.32 * 10-5
* For n ≤ 10
Σ_ (i = 0) ^ 10 ▒ 〖((3 ^ i / i! 6 ^ (80-i) / (80-i )!))/( 9 ^ 80/80!) = 1.80 * 〖10〗 ^ (-5)〗
--------------------------------------
For the third point, I don't know how take the interval, any advice?
 
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  • #2
Synthemesc90 said:

Homework Statement


If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 11:00 am came exactly 100 persons, what is the probability that between 10:00 am and 10:20 am entered less than 20 people

If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 11:00 am came exactly 80 persons, what is the probability that between 10:00 am and 10:20 am entered less than 10 people?


If people entering the engineering building following a PP (9/hora) and you know that between 10:00 am and 12:00 am came exactly 2 persons, what is the probability that between 8:00 am and 11:00 am 1 people have entered?



Homework Equations





The Attempt at a Solution



solution:
P {N (1 / 3) = 20 / N (1) = 100} = (P {N (1 / 3) = 20, N (1) = 100}) / (P {N (1) = 100} )
= (P {N (1 / 3) = 20} P {N (1)-N (1 / 3 )})/( P {N (1) = 100})
P {N (1) = 100} = (9 ^ 100 e ^ (-9)) / 100! = 3.51 * 10-67
P {N (1 / 3) = 20} = (3 ^ 20 e ^ (-3)) / 20! = 7.14 * 10-11
P {N (2 / 3) = 80} = (6 ^ 80 e ^ (-6)) / 80! = 6.19 * 10-60
(7.14 * 〖10〗 ^ (-11) * 6.19 * 〖10〗 ^ (-60)) / (3.51 * 〖10〗 ^ (-67)) = 1.26 * 10-3
* For n ≤ 20
Σ_ (i = 0) ^ 20 ▒ 〖((3 ^ i / i! 6 ^ (100-i) / (100-i 9 ^ )!))/( 100/100!) = 2.37 * 〖10〗 ^ (-3)〗
----------------------------------
P {N (1 / 3) = 10 / N (1) = 80} = (P {N (1 / 3) = 10, N (1) = 80}) / (P {N (1) = 80} )
= (P {N (1 / 3) = 10} P {N (1)-N (1 / 3 )})/( P {N (1) = 80})
P {N (1) = 80} = (9 ^ 80 e ^ (-9)) / 80! = 3.77 * 10-47
P {N (1 / 3) = 10} = (3 ^ 10 e ^ (-3)) / 10! = 8.1 * 10-4
P {N (2 / 3) = 70} = (6 ^ 70 e ^ (-6)) / 70! = 6.12 * 10-49
(8.1 * 〖10〗 ^ (-4) * 6.12 * 〖10〗 ^ (-49)) / (3.77 * 〖10〗 ^ (-47)) = 1.32 * 10-5
* For n ≤ 10
Σ_ (i = 0) ^ 10 ▒ 〖((3 ^ i / i! 6 ^ (80-i) / (80-i )!))/( 9 ^ 80/80!) = 1.80 * 〖10〗 ^ (-5)〗
--------------------------------------
For the third point, I don't know how take the interval, any advice?

Your question asks about the distribution of *times*, given the total number of events in a Poisson process (over a given interval). The results may surprise you; see http://www.stat.lsa.umich.edu/~ionides/620/notes/poisson_processes.pdf (page 8) or http://www.math.ust.hk/~maykwok/courses/ma246/04_05/04MA246L4B.pdf (page 18)

RGV
 

Related to Solving Stochastic Processes Homework for PP (9/hora)

1. What are stochastic processes?

Stochastic processes are mathematical models used to describe the random evolution of a system over time. They involve the analysis of probability distributions to predict the behavior of the system in the future.

2. How can I solve stochastic processes homework for PP?

To solve stochastic processes homework for PP, you will need to have a strong understanding of probability theory and statistics. You will also need to be familiar with various techniques and methods used to analyze stochastic processes, such as Markov chains and Monte Carlo simulations.

3. What is PP and how is it related to stochastic processes?

PP stands for "point processes" and is a type of stochastic process used to model the occurrence of random events in continuous time. It is closely related to other types of stochastic processes, such as Poisson processes and renewal processes.

4. What are some common applications of stochastic processes?

Stochastic processes have a wide range of applications in various fields such as finance, engineering, biology, and physics. They are commonly used to model and predict stock prices, weather patterns, population growth, and the spread of diseases.

5. How can I improve my skills in solving stochastic processes homework?

The best way to improve your skills in solving stochastic processes homework is to practice regularly and seek help from experts or online resources when needed. You can also try to apply the concepts and techniques you learn to real-world problems to gain a better understanding of the subject.

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