Difference between revisions of "2S2122 Activity 1.1"

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(Initial commit for probability review exercises)
 
 
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* Submit your files in the respective submission bin in UVLE. '''Be sure to submit in the correct class!'''
 
* Submit your files in the respective submission bin in UVLE. '''Be sure to submit in the correct class!'''
 
* Have fun doing these exercises :) even though it may seem boring.
 
* Have fun doing these exercises :) even though it may seem boring.
 +
* You only have two weeks to work on the activities. We will post the '''hard deadline''' on UVLE.
  
  
== Problem 1==
+
{{Note|Bonus: If you want to submit an elegant work, you may want to try [https://www.overleaf.com/ Overleaf]. It's a document processing site where you encode your work using Latek. It's about time you learn this because you will use this when you graduate. |reminder}}
  
 +
'''Grading Rubrics'''
 +
* If you have a good solution and a correct answer, you get full points.
 +
* If you have a good solution but the answer is not boxed (or highlighted), you get a 5% deduction of the total points for that problem.
 +
* If you have a good solution but the answer is wrong, you get a 20% deduction of the total points for that problem.
 +
* If your solution is somewhat OK but incomplete. You only get 40% of the total problem.
 +
* If you have a bad solution but with a correct answer. That sounds suspicious. You get 0% for that problem. A bad solution may be:
 +
** You just wrote the given.
 +
** You just dumped equations but no explanation to where they are used.
 +
** You attempted to put a messy flow to distract us. That's definitely bad.
 +
* No attempt at all means no points at all.
  
== Problem 2==
+
== Problem 1 (2 pts.) ==
  
== Problem 3==
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Three fair coins are tossed successively.
  
== Problem 4==
+
(a) Write down the sample space. (0.1 pts)
  
== Problem 5==
+
(b) What are the events for when the first coin is a head? Let this be event <math> E </math>. (0.15 pts)
 +
 
 +
(c) What are the events for when the second coin is a tail? Let this be event <math> F </math>. (0.15 pts)
 +
 
 +
(d) Calculate <math> P(E \cup F) </math>. (0.4 pts)
 +
 
 +
(e) Calculate <math> P(E \cap F) </math>. (0.4 pts)
 +
 
 +
(f) Calculate <math> P(\bar{E}) </math>. (0.4 pts)
 +
 
 +
(g) Calculate <math> P(\bar{F}) </math>. (0.4 pts)
 +
 
 +
== Problem 2 (2 pts.) ==
 +
 
 +
Two events <math> A </math> and <math> B </math> are such that <math> P(A) = 0.45 </math>, <math> P(B) = 0.22 </math>, and <math> P(A \cup B) = 0.53 </math>. Find <math> P(\bar{A} \cup \bar{B}) </math>. (2 pts)
 +
 
 +
== Problem 3 (2 pts.) ==
 +
 
 +
In a factory producing IC chips, the total quantity of defective items found in a given week is <math> 14 \% </math>. It is suspected that the majority of these come from two machines, <math>X</math> and <math>Y</math>. An inspection shows that <math>8 \%</math> of the output from <math>X</math> and <math> 4 \%</math> of the output from <math>Y</math> is defective. Furthermore, <math> 11 \% </math> of the overall output came from <math>X</math> and <math>23 \%</math> from <math>Y</math>. An IC chip is chosen at random and found out to be defective. What is the probability that it came from either <math>X</math> or <math>Y</math>? (*Hint*: Read very carefully.) (2 pts.)
 +
 
 +
== Problem 4 (2 pts.) ==
 +
In eight tosses of a fair coin, find the probability that heads will come up:
 +
 
 +
(a) Exactly three times. (0.5 pts.)
 +
 
 +
(b) At least three times. (0.75 pts.)
 +
 
 +
(c) At most three times. (0.75 pts.)
 +
 
 +
== Problem 5 (2 pts.) ==
 +
Prove the following:
 +
 
 +
(a) Given some random variable <math> X </math> and some constant <math> c </math>, show that <math> \textrm{Var}(X+c) = \textrm{Var}(X) </math>. (1 pts.)
 +
 
 +
(b) Given some two independent random variables <math> X </math> and <math> Y </math>, show that <math> \textrm{Var}(X-Y) = \textrm{Var}(X+Y) </math>. (1 pts.)

Latest revision as of 10:56, 12 February 2022

Instructions

  • Answer the following problems individually and truthfully.
  • Be sure to show your solutions and please box your final answers.
  • Please write your complete name, student number, and section on the upper left corner of your answer sheet. No name, student number, and section, no grade.
  • Save your answers in pdf file type with the filename format "section_lastname_firstname_studentnumber.pdf" all in small caps. For example: "abc_wayne_bruce_201101474.pdf".
  • Submit your files in the respective submission bin in UVLE. Be sure to submit in the correct class!
  • Have fun doing these exercises :) even though it may seem boring.
  • You only have two weeks to work on the activities. We will post the hard deadline on UVLE.


Bonus: If you want to submit an elegant work, you may want to try Overleaf. It's a document processing site where you encode your work using Latek. It's about time you learn this because you will use this when you graduate.

Grading Rubrics

  • If you have a good solution and a correct answer, you get full points.
  • If you have a good solution but the answer is not boxed (or highlighted), you get a 5% deduction of the total points for that problem.
  • If you have a good solution but the answer is wrong, you get a 20% deduction of the total points for that problem.
  • If your solution is somewhat OK but incomplete. You only get 40% of the total problem.
  • If you have a bad solution but with a correct answer. That sounds suspicious. You get 0% for that problem. A bad solution may be:
    • You just wrote the given.
    • You just dumped equations but no explanation to where they are used.
    • You attempted to put a messy flow to distract us. That's definitely bad.
  • No attempt at all means no points at all.

Problem 1 (2 pts.)

Three fair coins are tossed successively.

(a) Write down the sample space. (0.1 pts)

(b) What are the events for when the first coin is a head? Let this be event . (0.15 pts)

(c) What are the events for when the second coin is a tail? Let this be event . (0.15 pts)

(d) Calculate . (0.4 pts)

(e) Calculate . (0.4 pts)

(f) Calculate . (0.4 pts)

(g) Calculate . (0.4 pts)

Problem 2 (2 pts.)

Two events and are such that , , and . Find . (2 pts)

Problem 3 (2 pts.)

In a factory producing IC chips, the total quantity of defective items found in a given week is . It is suspected that the majority of these come from two machines, and . An inspection shows that of the output from and of the output from is defective. Furthermore, of the overall output came from and from . An IC chip is chosen at random and found out to be defective. What is the probability that it came from either or ? (*Hint*: Read very carefully.) (2 pts.)

Problem 4 (2 pts.)

In eight tosses of a fair coin, find the probability that heads will come up:

(a) Exactly three times. (0.5 pts.)

(b) At least three times. (0.75 pts.)

(c) At most three times. (0.75 pts.)

Problem 5 (2 pts.)

Prove the following:

(a) Given some random variable and some constant , show that . (1 pts.)

(b) Given some two independent random variables and , show that . (1 pts.)