SlideShare una empresa de Scribd logo
1 de 23
Descargar para leer sin conexión
Two blue marbles ...
or dependent and
independent probability




              found my marbles.... by mell242
HOMEWORK
                   Design an experiment using coins to
                   simulate a 10 question true/false test.
                   What is the experimental probability of
                   scoring at least 70% on the test if you
                   guess each answer?
           Let's think about this again using what we've just learned ...
Solve for the exact theoretical probability of
getting quot;at least 7quot; out of ten on this test.
HOMEWORK
(a) How many numbers of 5 different digits each can be formed from the digits
0, 1, 2, 3, 4, 5, 6?




(b) If one of these numbers is randomly selected, what is the probability
it is even?




(c) What is the probability it is divisible by 5?
HOMEWORK
Seven people reach a fork in a road. In how many ways can they continue
their walk so that 4 go one way and 3 the other?
You write a 10 question multiple choice test with 4 choices possible for each question. What
is the probability of scoring at least 10% on the test if you guess each answer?
Dependent and independent probabilities ...
Independent Events
Events in which the outcome of one event does not affect the outcome of the
other event.

Example
 A bag contains 6 marbles, 3 red and 3 blue. A marble is chosen at random
 and then replaced back in the bag. A second marble is selected, what is the
 probability that it is blue?
Dependent and independent probabilities ...
 Dependent Events
 If the outcome of one event affects the outcome of another event, then
 the events are said to be dependent events.
Example
 A bag contains 6 marbles, 3 red and 3 blue. A marble is chosen at random and
 NOT replaced back in the bag. A second marble is selected, what is the
 probability that it is blue?
Examples:
Which of the following are dependent events? Which are independent?

  1. Removing (selecting randomly) three red marbles without
  replacement from a bag that contains six red and nine blue marbles.

  2. Selecting a red card from a deck of cards, returning the card to the
  deck, shuffling the cards, and selecting a second red card.

  3. Rolling two dice.

  4. The weather and how likely you are to go visiting. You have decided
  that there is a 50% chance that you will visit your friend if it does not
  snow, and a 10% chance if it does snow.
Marbles
A jar contains 5 red and 7 blue marbles. What is the probability of
pulling out 2 blue marbles in a row, with replacement?
Marbles (again)
A jar contains 5 red and 7 blue marbles. What is the probability of
pulling out 2 blue marbles in a row, without replacement?
pl
     Breakfast for Rupert
     Rupert has either milk or cocoa to drink for breakfast with either oatmeal or
     pancakes. If he drinks milk, then the probability that he is having pancakes
     with the milk is 2/3. The probability that he drinks cocoa is 1/5. If he drinks
     cocoa, the probability of him having pancakes is 6/7.

     a) Show the sample space of probabilities using a tree diagram or any other
     method of your choice.




       b) Find the probability that Rupert will have oatmeal with cocoa
       tomorrow morning.
Testing for independence ...
 30% of seniors get the flu every year. 50% of seniors get a flu shot annually. 10%
 of seniors who get the flu shot also get the flu. Are getting a flu shot and getting
 the flu independent events?

    P(shot) = 0.50
    P(flu) = 0.30
    P(shot & flu) = (0.50)(0.30) = 0.15


     However
     P(shot & flu) = 0.10
The probability that Gallant Fox will win the first race is 2/5 and that Nashau
will win the second race is 1/3.

1. What is the probability that both horses will win their respective
races?



2. What is the probability that both horses will lose their respective
races?




3. What is the probability that at least one horse will win a race?
Mutually Exclusive Events ...
Two events are mutually exclusive (or disjoint) if it is impossible for them to
occur together.

Formally, two events A and B are mutually exclusive if and only if
                 Mutually Exclusive
                                                  Not Mutually Exclusive
                A         B     2                  A                 B
                    1
                      3       4
                    5           6
   Examples:
   1. Experiment: Rolling a die once
         Sample space S = {1,2,3,4,5,6}
         Events A = 'observe an odd number' = {1,3,5}
         B = 'observe an even number' = {2,4,6}
         A ∩ B = ∅ (the empty set), so A and B are mutually exclusive.

   2. A subject in a study cannot be both male and female, nor can they be
   aged 20 and 30. A subject could however be both male and 20, or both
   female and 30.
Example
Suppose we wish to find the probability of drawing either a king or a spade in a
single draw from a pack of 52 playing cards.

 We define the events A = 'draw a king' and B = 'draw a spade'
 Since there are 4 kings in the pack and 13 spades, but 1 card is both a king
 and a spade, we have:
 P(A and B) = P(A ∩ B)              P(A U B) = P(A) + P(B) - P(A ∩ B)
            = P(A) * P(B)
            = (4/52) * (13/52)               = 4/52 + 13/52 - 1/52
            = 1/52                           = 16/52
   So, the probability of drawing either a king or a spade is 16/52 = 4/13.
Probabilities involving quot;andquot; and quot;orquot; A.K.A quot;The Addition Rulequot;...
The addition rule is a result used to determine the probability that event A or
event B occurs or both occur.

The result is often written as follows, using set notation:

P(A or B) = P(A∪B) = P(A)+P(B) - P(A∩B)
where:
  P(A) = probability that event A occurs
  P(B) = probability that event B occurs
  P(A U B) = probability that event A or event B occurs
  P(A ∩ B) = probability that event A and event B both occur
 P(A and B) = P(A∩B) = P(A)*P(B)
                A∪B                                           A∩B
                 or                                           and
          A             B                              A             B
Identify the events as mutually exclusive, or not mutually exclusive.

   a. A bag contains four red and seven black marbles. The event is randomly
selecting a red marble from the bag, returning it to the bag, and then randomly
selecting another red marble from the bag.

  b. One card - a red card or a king - is randomly drawn from a deck of cards.

   c. A class president and a class treasurer are randomly selected from a group
of 16 students.

   d. One card - a red king or a black queen - is randomly drawn from a deck of
cards.

  e. Rolling two dice and getting an even sum or a double.
Chad has arranged to meet his girlfriend, Stephanie, either in the library
or in the student lounge. The probability that he meets her in the lounge
is 1/3, and the probability that he meets her in the library is 2/9.

a. What is the probability that he meets her in the library or lounge?




 b. What is the probability that he does not meet her at all?
HOMEWORK
The probability that Tony will move to Winnipeg is 2/9, and the probability that
he will marry Angelina if he moves to Winnipeg is 9/20. The probability that he
will marry Angelina if he does not move to Winnipeg is 1/20. Draw a tree
diagram to show all outcomes.

 1. What is the probability that Tony will move to Winnipeg and marry
 Angelina?

 2. What is the probability that Tony does not move to Winnipeg but does
 marry Angelina?


  3. What is the probability that Tony does not move to Winnipeg and
  does not marry Angelina?
HOMEWORK
(a) How many different 4 digit numbers are there in which all the
digits are different?




(b) If one of these numbers is randomly selected, what is the probability it
is odd?




(c) What is the probability it is divisable by 5?
HOMEWORK
An examination consists of thirteen questions. A student must answer only one
of the first two questions and only nine of the remaining ones. How many
choices of questions does the student have?
HOMEWORK
Randomly arranged on a bookshelf are 5 thick books, 4 medium-sized books,
and 3 thin books. What is the probability that the books of the same size stay
together?

Más contenido relacionado

La actualidad más candente

Mit18 05 s14_class2slides
Mit18 05 s14_class2slidesMit18 05 s14_class2slides
Mit18 05 s14_class2slidesAnimesh Kumar
 
English xi ( Model Question Set)
English xi ( Model Question Set)English xi ( Model Question Set)
English xi ( Model Question Set)YEP Nepal
 
Aptitude sample questions
Aptitude sample questionsAptitude sample questions
Aptitude sample questionschaselion
 
25 selected brain teasers
25 selected brain teasers25 selected brain teasers
25 selected brain teaserssrgopalan
 
Applied 40S March 16, 2009
Applied 40S March 16, 2009Applied 40S March 16, 2009
Applied 40S March 16, 2009Darren Kuropatwa
 
Interesting and funny Brain teasers
Interesting and  funny Brain teasersInteresting and  funny Brain teasers
Interesting and funny Brain teasersBalaji S.R
 

La actualidad más candente (7)

Mit18 05 s14_class2slides
Mit18 05 s14_class2slidesMit18 05 s14_class2slides
Mit18 05 s14_class2slides
 
English xi ( Model Question Set)
English xi ( Model Question Set)English xi ( Model Question Set)
English xi ( Model Question Set)
 
10 Puzzles Brief (with solutions)
10 Puzzles Brief (with solutions)10 Puzzles Brief (with solutions)
10 Puzzles Brief (with solutions)
 
Aptitude sample questions
Aptitude sample questionsAptitude sample questions
Aptitude sample questions
 
25 selected brain teasers
25 selected brain teasers25 selected brain teasers
25 selected brain teasers
 
Applied 40S March 16, 2009
Applied 40S March 16, 2009Applied 40S March 16, 2009
Applied 40S March 16, 2009
 
Interesting and funny Brain teasers
Interesting and  funny Brain teasersInteresting and  funny Brain teasers
Interesting and funny Brain teasers
 

Destacado

Cons30S Probability Theoretical And Experimental
Cons30S Probability Theoretical And ExperimentalCons30S Probability Theoretical And Experimental
Cons30S Probability Theoretical And Experimentalnmal
 
Introduction of Probability
Introduction of ProbabilityIntroduction of Probability
Introduction of Probabilityrey castro
 
12.8 independent and dependent events
12.8 independent and dependent events12.8 independent and dependent events
12.8 independent and dependent eventsbweldon
 
13.1 Theoretical Probability
13.1 Theoretical Probability13.1 Theoretical Probability
13.1 Theoretical Probabilityvmonacelli
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITYsmaplabu
 
Probability and statistics(exercise answers)
Probability and statistics(exercise answers)Probability and statistics(exercise answers)
Probability and statistics(exercise answers)Fatima Bianca Gueco
 
Statistics lesson 1
Statistics   lesson 1Statistics   lesson 1
Statistics lesson 1Katrina Mae
 
steps in Questionnaire design
steps in Questionnaire designsteps in Questionnaire design
steps in Questionnaire designheena pathan
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statisticsalbertlaporte
 
Quantitative Research Process
Quantitative Research ProcessQuantitative Research Process
Quantitative Research ProcessAIMS Education
 

Destacado (13)

Probability
ProbabilityProbability
Probability
 
Probabilty of Events
Probabilty of EventsProbabilty of Events
Probabilty of Events
 
Cons30S Probability Theoretical And Experimental
Cons30S Probability Theoretical And ExperimentalCons30S Probability Theoretical And Experimental
Cons30S Probability Theoretical And Experimental
 
Introduction of Probability
Introduction of ProbabilityIntroduction of Probability
Introduction of Probability
 
Probabilty.
Probabilty.Probabilty.
Probabilty.
 
12.8 independent and dependent events
12.8 independent and dependent events12.8 independent and dependent events
12.8 independent and dependent events
 
13.1 Theoretical Probability
13.1 Theoretical Probability13.1 Theoretical Probability
13.1 Theoretical Probability
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITY
 
Probability and statistics(exercise answers)
Probability and statistics(exercise answers)Probability and statistics(exercise answers)
Probability and statistics(exercise answers)
 
Statistics lesson 1
Statistics   lesson 1Statistics   lesson 1
Statistics lesson 1
 
steps in Questionnaire design
steps in Questionnaire designsteps in Questionnaire design
steps in Questionnaire design
 
Introduction To Statistics
Introduction To StatisticsIntroduction To Statistics
Introduction To Statistics
 
Quantitative Research Process
Quantitative Research ProcessQuantitative Research Process
Quantitative Research Process
 

Similar a Applied Math 40S March 5, 2008

Pre-Cal 40S Slides May 17, 2007
Pre-Cal 40S Slides May 17, 2007Pre-Cal 40S Slides May 17, 2007
Pre-Cal 40S Slides May 17, 2007Darren Kuropatwa
 
5. probability qt 1st tri semester
5. probability qt 1st tri semester 5. probability qt 1st tri semester
5. probability qt 1st tri semester Karan Kukreja
 
Pre-Cal 40S Slides May 23, 2008
Pre-Cal 40S Slides May 23, 2008Pre-Cal 40S Slides May 23, 2008
Pre-Cal 40S Slides May 23, 2008Darren Kuropatwa
 
Probability and Probability Distribution.pptx
Probability and Probability Distribution.pptxProbability and Probability Distribution.pptx
Probability and Probability Distribution.pptxRaffyBarotilla
 
06 Probability Mar12
06 Probability Mar1206 Probability Mar12
06 Probability Mar12ingroy
 
Probability f5
Probability f5Probability f5
Probability f5smaplabu
 
INDEPENDENT AND DEPENDENT EVENTS
INDEPENDENT AND DEPENDENT EVENTSINDEPENDENT AND DEPENDENT EVENTS
INDEPENDENT AND DEPENDENT EVENTSnirabmedhi91
 
UNION AND INTERSECTION USING VENN DIAGRAM.pptx
UNION AND INTERSECTION USING VENN DIAGRAM.pptxUNION AND INTERSECTION USING VENN DIAGRAM.pptx
UNION AND INTERSECTION USING VENN DIAGRAM.pptxRizaCatli2
 
Simple stats maths fun docx
Simple stats maths fun docxSimple stats maths fun docx
Simple stats maths fun docxGowthamiMetturu
 
Probability-Multiple-Event-Demonstration.pptx
Probability-Multiple-Event-Demonstration.pptxProbability-Multiple-Event-Demonstration.pptx
Probability-Multiple-Event-Demonstration.pptxReemTaha14
 
Probabilities-Worksheets-Pack.pdf
Probabilities-Worksheets-Pack.pdfProbabilities-Worksheets-Pack.pdf
Probabilities-Worksheets-Pack.pdfJasmin679773
 
Probability Overview
Probability OverviewProbability Overview
Probability Overviewmmeddin
 
G10 Math Q3- Week 9- Mutually Exclusive Events.ppt
G10 Math Q3- Week 9- Mutually Exclusive Events.pptG10 Math Q3- Week 9- Mutually Exclusive Events.ppt
G10 Math Q3- Week 9- Mutually Exclusive Events.pptCheJavier
 
Probability of Simple and Compound Events
Probability of Simple and Compound EventsProbability of Simple and Compound Events
Probability of Simple and Compound EventsJoey Valdriz
 
Week-7_Day-1_Complementary-Events_PPT.pptx
Week-7_Day-1_Complementary-Events_PPT.pptxWeek-7_Day-1_Complementary-Events_PPT.pptx
Week-7_Day-1_Complementary-Events_PPT.pptxDariusRosete
 

Similar a Applied Math 40S March 5, 2008 (20)

Pre-Cal 40S Slides May 17, 2007
Pre-Cal 40S Slides May 17, 2007Pre-Cal 40S Slides May 17, 2007
Pre-Cal 40S Slides May 17, 2007
 
Pre-Cal 40S June 1, 2009
Pre-Cal 40S June 1, 2009Pre-Cal 40S June 1, 2009
Pre-Cal 40S June 1, 2009
 
5. probability qt 1st tri semester
5. probability qt 1st tri semester 5. probability qt 1st tri semester
5. probability qt 1st tri semester
 
Probability
ProbabilityProbability
Probability
 
Pre-Cal 40S Slides May 23, 2008
Pre-Cal 40S Slides May 23, 2008Pre-Cal 40S Slides May 23, 2008
Pre-Cal 40S Slides May 23, 2008
 
Probability and Probability Distribution.pptx
Probability and Probability Distribution.pptxProbability and Probability Distribution.pptx
Probability and Probability Distribution.pptx
 
06 Probability Mar12
06 Probability Mar1206 Probability Mar12
06 Probability Mar12
 
Probability f5
Probability f5Probability f5
Probability f5
 
Prob2definitions
Prob2definitionsProb2definitions
Prob2definitions
 
INDEPENDENT AND DEPENDENT EVENTS
INDEPENDENT AND DEPENDENT EVENTSINDEPENDENT AND DEPENDENT EVENTS
INDEPENDENT AND DEPENDENT EVENTS
 
Probability
ProbabilityProbability
Probability
 
UNION AND INTERSECTION USING VENN DIAGRAM.pptx
UNION AND INTERSECTION USING VENN DIAGRAM.pptxUNION AND INTERSECTION USING VENN DIAGRAM.pptx
UNION AND INTERSECTION USING VENN DIAGRAM.pptx
 
Simple stats maths fun docx
Simple stats maths fun docxSimple stats maths fun docx
Simple stats maths fun docx
 
Probability-Multiple-Event-Demonstration.pptx
Probability-Multiple-Event-Demonstration.pptxProbability-Multiple-Event-Demonstration.pptx
Probability-Multiple-Event-Demonstration.pptx
 
Probabilities-Worksheets-Pack.pdf
Probabilities-Worksheets-Pack.pdfProbabilities-Worksheets-Pack.pdf
Probabilities-Worksheets-Pack.pdf
 
Probability Overview
Probability OverviewProbability Overview
Probability Overview
 
G10 Math Q3- Week 9- Mutually Exclusive Events.ppt
G10 Math Q3- Week 9- Mutually Exclusive Events.pptG10 Math Q3- Week 9- Mutually Exclusive Events.ppt
G10 Math Q3- Week 9- Mutually Exclusive Events.ppt
 
Mathematics Homework Help
Mathematics Homework HelpMathematics Homework Help
Mathematics Homework Help
 
Probability of Simple and Compound Events
Probability of Simple and Compound EventsProbability of Simple and Compound Events
Probability of Simple and Compound Events
 
Week-7_Day-1_Complementary-Events_PPT.pptx
Week-7_Day-1_Complementary-Events_PPT.pptxWeek-7_Day-1_Complementary-Events_PPT.pptx
Week-7_Day-1_Complementary-Events_PPT.pptx
 

Más de Darren Kuropatwa

Providing Permission To Wonder v2.1
Providing Permission To Wonder v2.1Providing Permission To Wonder v2.1
Providing Permission To Wonder v2.1Darren Kuropatwa
 
Things That Suck About Digital Citizenship v1
Things That Suck About Digital Citizenship v1Things That Suck About Digital Citizenship v1
Things That Suck About Digital Citizenship v1Darren Kuropatwa
 
Digital Storytelling for Deeper Learning v1
Digital Storytelling for Deeper Learning v1Digital Storytelling for Deeper Learning v1
Digital Storytelling for Deeper Learning v1Darren Kuropatwa
 
Tales of Learning and the Gifts of Footprints v4.2
Tales of Learning and the Gifts of Footprints v4.2Tales of Learning and the Gifts of Footprints v4.2
Tales of Learning and the Gifts of Footprints v4.2Darren Kuropatwa
 
Making Student Thinking Visible v4
 Making Student Thinking Visible v4 Making Student Thinking Visible v4
Making Student Thinking Visible v4Darren Kuropatwa
 
Leveraging Digital for Deeper Learning
Leveraging Digital for Deeper LearningLeveraging Digital for Deeper Learning
Leveraging Digital for Deeper LearningDarren Kuropatwa
 
We Learn Through Stories at PRIZMAH17
We Learn Through Stories at PRIZMAH17We Learn Through Stories at PRIZMAH17
We Learn Through Stories at PRIZMAH17Darren Kuropatwa
 
Providing Permission to Wonder v3
Providing Permission to Wonder v3Providing Permission to Wonder v3
Providing Permission to Wonder v3Darren Kuropatwa
 
Making Student Thinking Visible v3.7
 Making Student Thinking Visible v3.7 Making Student Thinking Visible v3.7
Making Student Thinking Visible v3.7Darren Kuropatwa
 
Providing Permission to Wonder v2
Providing Permission to Wonder v2Providing Permission to Wonder v2
Providing Permission to Wonder v2Darren Kuropatwa
 
We Learn Through Stories v4 (master class)
We Learn Through Stories v4 (master class)We Learn Through Stories v4 (master class)
We Learn Through Stories v4 (master class)Darren Kuropatwa
 
Deep Learning Design: the middle ring
Deep Learning Design: the middle ringDeep Learning Design: the middle ring
Deep Learning Design: the middle ringDarren Kuropatwa
 

Más de Darren Kuropatwa (20)

Behind Their Eyes v1
Behind Their Eyes v1Behind Their Eyes v1
Behind Their Eyes v1
 
Leading Change v1
Leading Change v1Leading Change v1
Leading Change v1
 
Providing Permission To Wonder v2.1
Providing Permission To Wonder v2.1Providing Permission To Wonder v2.1
Providing Permission To Wonder v2.1
 
Things That Suck About Digital Citizenship v1
Things That Suck About Digital Citizenship v1Things That Suck About Digital Citizenship v1
Things That Suck About Digital Citizenship v1
 
Digital Storytelling for Deeper Learning v1
Digital Storytelling for Deeper Learning v1Digital Storytelling for Deeper Learning v1
Digital Storytelling for Deeper Learning v1
 
Tales of Learning and the Gifts of Footprints v4.2
Tales of Learning and the Gifts of Footprints v4.2Tales of Learning and the Gifts of Footprints v4.2
Tales of Learning and the Gifts of Footprints v4.2
 
The Fourth Screen v4.2
The Fourth Screen v4.2The Fourth Screen v4.2
The Fourth Screen v4.2
 
Making Student Thinking Visible v4
 Making Student Thinking Visible v4 Making Student Thinking Visible v4
Making Student Thinking Visible v4
 
Learning is at BYTE 2017
Learning is at BYTE 2017Learning is at BYTE 2017
Learning is at BYTE 2017
 
Leveraging Digital for Deeper Learning
Leveraging Digital for Deeper LearningLeveraging Digital for Deeper Learning
Leveraging Digital for Deeper Learning
 
We Learn Through Stories at PRIZMAH17
We Learn Through Stories at PRIZMAH17We Learn Through Stories at PRIZMAH17
We Learn Through Stories at PRIZMAH17
 
Providing Permission to Wonder v3
Providing Permission to Wonder v3Providing Permission to Wonder v3
Providing Permission to Wonder v3
 
The Fourth Screen v4.1
The Fourth Screen v4.1The Fourth Screen v4.1
The Fourth Screen v4.1
 
Making Student Thinking Visible v3.7
 Making Student Thinking Visible v3.7 Making Student Thinking Visible v3.7
Making Student Thinking Visible v3.7
 
Learning is at AUHSD
Learning is at AUHSDLearning is at AUHSD
Learning is at AUHSD
 
Providing Permission to Wonder v2
Providing Permission to Wonder v2Providing Permission to Wonder v2
Providing Permission to Wonder v2
 
The Fourth Screen v4
The Fourth Screen v4The Fourth Screen v4
The Fourth Screen v4
 
Learning is at BLC16
Learning is at BLC16Learning is at BLC16
Learning is at BLC16
 
We Learn Through Stories v4 (master class)
We Learn Through Stories v4 (master class)We Learn Through Stories v4 (master class)
We Learn Through Stories v4 (master class)
 
Deep Learning Design: the middle ring
Deep Learning Design: the middle ringDeep Learning Design: the middle ring
Deep Learning Design: the middle ring
 

Último

Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsRavi Sanghani
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityIES VE
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Mark Goldstein
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Hiroshi SHIBATA
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...AliaaTarek5
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfIngrid Airi González
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Farhan Tariq
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...panagenda
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterMydbops
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 

Último (20)

Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and Insights
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a reality
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Generative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdfGenerative Artificial Intelligence: How generative AI works.pdf
Generative Artificial Intelligence: How generative AI works.pdf
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL Router
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 

Applied Math 40S March 5, 2008

  • 1. Two blue marbles ... or dependent and independent probability found my marbles.... by mell242
  • 2. HOMEWORK Design an experiment using coins to simulate a 10 question true/false test. What is the experimental probability of scoring at least 70% on the test if you guess each answer? Let's think about this again using what we've just learned ... Solve for the exact theoretical probability of getting quot;at least 7quot; out of ten on this test.
  • 3. HOMEWORK (a) How many numbers of 5 different digits each can be formed from the digits 0, 1, 2, 3, 4, 5, 6? (b) If one of these numbers is randomly selected, what is the probability it is even? (c) What is the probability it is divisible by 5?
  • 4. HOMEWORK Seven people reach a fork in a road. In how many ways can they continue their walk so that 4 go one way and 3 the other?
  • 5. You write a 10 question multiple choice test with 4 choices possible for each question. What is the probability of scoring at least 10% on the test if you guess each answer?
  • 6. Dependent and independent probabilities ... Independent Events Events in which the outcome of one event does not affect the outcome of the other event. Example A bag contains 6 marbles, 3 red and 3 blue. A marble is chosen at random and then replaced back in the bag. A second marble is selected, what is the probability that it is blue?
  • 7. Dependent and independent probabilities ... Dependent Events If the outcome of one event affects the outcome of another event, then the events are said to be dependent events. Example A bag contains 6 marbles, 3 red and 3 blue. A marble is chosen at random and NOT replaced back in the bag. A second marble is selected, what is the probability that it is blue?
  • 8. Examples: Which of the following are dependent events? Which are independent? 1. Removing (selecting randomly) three red marbles without replacement from a bag that contains six red and nine blue marbles. 2. Selecting a red card from a deck of cards, returning the card to the deck, shuffling the cards, and selecting a second red card. 3. Rolling two dice. 4. The weather and how likely you are to go visiting. You have decided that there is a 50% chance that you will visit your friend if it does not snow, and a 10% chance if it does snow.
  • 9. Marbles A jar contains 5 red and 7 blue marbles. What is the probability of pulling out 2 blue marbles in a row, with replacement?
  • 10. Marbles (again) A jar contains 5 red and 7 blue marbles. What is the probability of pulling out 2 blue marbles in a row, without replacement?
  • 11. pl Breakfast for Rupert Rupert has either milk or cocoa to drink for breakfast with either oatmeal or pancakes. If he drinks milk, then the probability that he is having pancakes with the milk is 2/3. The probability that he drinks cocoa is 1/5. If he drinks cocoa, the probability of him having pancakes is 6/7. a) Show the sample space of probabilities using a tree diagram or any other method of your choice. b) Find the probability that Rupert will have oatmeal with cocoa tomorrow morning.
  • 12. Testing for independence ... 30% of seniors get the flu every year. 50% of seniors get a flu shot annually. 10% of seniors who get the flu shot also get the flu. Are getting a flu shot and getting the flu independent events? P(shot) = 0.50 P(flu) = 0.30 P(shot & flu) = (0.50)(0.30) = 0.15 However P(shot & flu) = 0.10
  • 13. The probability that Gallant Fox will win the first race is 2/5 and that Nashau will win the second race is 1/3. 1. What is the probability that both horses will win their respective races? 2. What is the probability that both horses will lose their respective races? 3. What is the probability that at least one horse will win a race?
  • 14. Mutually Exclusive Events ... Two events are mutually exclusive (or disjoint) if it is impossible for them to occur together. Formally, two events A and B are mutually exclusive if and only if Mutually Exclusive Not Mutually Exclusive A B 2 A B 1 3 4 5 6 Examples: 1. Experiment: Rolling a die once Sample space S = {1,2,3,4,5,6} Events A = 'observe an odd number' = {1,3,5} B = 'observe an even number' = {2,4,6} A ∩ B = ∅ (the empty set), so A and B are mutually exclusive. 2. A subject in a study cannot be both male and female, nor can they be aged 20 and 30. A subject could however be both male and 20, or both female and 30.
  • 15. Example Suppose we wish to find the probability of drawing either a king or a spade in a single draw from a pack of 52 playing cards. We define the events A = 'draw a king' and B = 'draw a spade' Since there are 4 kings in the pack and 13 spades, but 1 card is both a king and a spade, we have: P(A and B) = P(A ∩ B) P(A U B) = P(A) + P(B) - P(A ∩ B) = P(A) * P(B) = (4/52) * (13/52) = 4/52 + 13/52 - 1/52 = 1/52 = 16/52 So, the probability of drawing either a king or a spade is 16/52 = 4/13.
  • 16.
  • 17. Probabilities involving quot;andquot; and quot;orquot; A.K.A quot;The Addition Rulequot;... The addition rule is a result used to determine the probability that event A or event B occurs or both occur. The result is often written as follows, using set notation: P(A or B) = P(A∪B) = P(A)+P(B) - P(A∩B) where: P(A) = probability that event A occurs P(B) = probability that event B occurs P(A U B) = probability that event A or event B occurs P(A ∩ B) = probability that event A and event B both occur P(A and B) = P(A∩B) = P(A)*P(B) A∪B A∩B or and A B A B
  • 18. Identify the events as mutually exclusive, or not mutually exclusive. a. A bag contains four red and seven black marbles. The event is randomly selecting a red marble from the bag, returning it to the bag, and then randomly selecting another red marble from the bag. b. One card - a red card or a king - is randomly drawn from a deck of cards. c. A class president and a class treasurer are randomly selected from a group of 16 students. d. One card - a red king or a black queen - is randomly drawn from a deck of cards. e. Rolling two dice and getting an even sum or a double.
  • 19. Chad has arranged to meet his girlfriend, Stephanie, either in the library or in the student lounge. The probability that he meets her in the lounge is 1/3, and the probability that he meets her in the library is 2/9. a. What is the probability that he meets her in the library or lounge? b. What is the probability that he does not meet her at all?
  • 20. HOMEWORK The probability that Tony will move to Winnipeg is 2/9, and the probability that he will marry Angelina if he moves to Winnipeg is 9/20. The probability that he will marry Angelina if he does not move to Winnipeg is 1/20. Draw a tree diagram to show all outcomes. 1. What is the probability that Tony will move to Winnipeg and marry Angelina? 2. What is the probability that Tony does not move to Winnipeg but does marry Angelina? 3. What is the probability that Tony does not move to Winnipeg and does not marry Angelina?
  • 21. HOMEWORK (a) How many different 4 digit numbers are there in which all the digits are different? (b) If one of these numbers is randomly selected, what is the probability it is odd? (c) What is the probability it is divisable by 5?
  • 22. HOMEWORK An examination consists of thirteen questions. A student must answer only one of the first two questions and only nine of the remaining ones. How many choices of questions does the student have?
  • 23. HOMEWORK Randomly arranged on a bookshelf are 5 thick books, 4 medium-sized books, and 3 thin books. What is the probability that the books of the same size stay together?