SlideShare a Scribd company logo
1 of 9
Download to read offline
Risk is when an
outcome’s probability
is known. Uncertainty
is when an outcome’s
probability is
unknown.
`
    Phone Numbers
    A computer is used to generate random telephone numbers. Of the
    numbers generated and in service, 56 are unlisted and 144 are listed
    in the telephone directory. If one of these telephone numbers is
    randomly selected, what is the probability that it is unlisted?
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?
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?
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
                                               Not Mutually Exclusive
                  Mutually Exclusive




  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.
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
                                               Not Mutually Exclusive
                  Mutually Exclusive




  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 U B) = P(A) + P(B) - P(A      B)
           = 4/52 + 13/52 - 1/52
           = 16/52

 So, the probability of drawing either a king or a spade is 16/52 = 4/13.
Identify the events as:
                                            mutually exclusive
                          dependent
     Drag'n Drop
                                         not mutually exclusive
                          independent
        Baby!
      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.
                                            mutually exclusive
                       independent
    b. One card - a red card or a king - is randomly drawn from a
  deck of cards.
                                      not mutually exclusive
                 independent
    c. A class president and a class treasurer are randomly
  selected from a group of 16 students.
                                         mutually exclusive
                 dependent
     d. One card - a red king or a black queen - is randomly drawn
  from a deck of cards.                            mutually exclusive
                           independent
     e. Rolling two dice and getting an even sum or a double.

More Related Content

Viewers also liked

ApresentaçãO Para DéCimo Ano, Aula 109 110
ApresentaçãO Para DéCimo Ano, Aula 109 110ApresentaçãO Para DéCimo Ano, Aula 109 110
ApresentaçãO Para DéCimo Ano, Aula 109 110luisprista
 
Elbilletede500 Pesos
Elbilletede500 PesosElbilletede500 Pesos
Elbilletede500 Pesosmeikyo
 
buitiful hotel in Rajosthan India
buitiful hotel in Rajosthan Indiabuitiful hotel in Rajosthan India
buitiful hotel in Rajosthan IndiaSebom Mukherjee
 
Atmosphere As A Fluid
Atmosphere As A FluidAtmosphere As A Fluid
Atmosphere As A Fluidsrenshaw
 
buitiful hotel in Rajosthan India
buitiful hotel in Rajosthan Indiabuitiful hotel in Rajosthan India
buitiful hotel in Rajosthan IndiaSebom Mukherjee
 
The Fields of Pelennor - The Defeat of Theoden
The Fields of Pelennor - The Defeat of TheodenThe Fields of Pelennor - The Defeat of Theoden
The Fields of Pelennor - The Defeat of Theodenguestafbd4c
 
reciclatge
reciclatgereciclatge
reciclatgerutcadre
 

Viewers also liked (9)

ApresentaçãO Para DéCimo Ano, Aula 109 110
ApresentaçãO Para DéCimo Ano, Aula 109 110ApresentaçãO Para DéCimo Ano, Aula 109 110
ApresentaçãO Para DéCimo Ano, Aula 109 110
 
Elbilletede500 Pesos
Elbilletede500 PesosElbilletede500 Pesos
Elbilletede500 Pesos
 
buitiful hotel in Rajosthan India
buitiful hotel in Rajosthan Indiabuitiful hotel in Rajosthan India
buitiful hotel in Rajosthan India
 
Atmosphere As A Fluid
Atmosphere As A FluidAtmosphere As A Fluid
Atmosphere As A Fluid
 
buitiful hotel in Rajosthan India
buitiful hotel in Rajosthan Indiabuitiful hotel in Rajosthan India
buitiful hotel in Rajosthan India
 
What The Heck Is An ITRT?
What The Heck Is An ITRT?What The Heck Is An ITRT?
What The Heck Is An ITRT?
 
The Fields of Pelennor - The Defeat of Theoden
The Fields of Pelennor - The Defeat of TheodenThe Fields of Pelennor - The Defeat of Theoden
The Fields of Pelennor - The Defeat of Theoden
 
Origamy
OrigamyOrigamy
Origamy
 
reciclatge
reciclatgereciclatge
reciclatge
 

Similar to Pre-Cal 40S Slides May 23, 2008

Applied Math 40S March 5, 2008
Applied Math 40S March 5, 2008Applied Math 40S March 5, 2008
Applied Math 40S March 5, 2008Darren Kuropatwa
 
06 Probability Mar12
06 Probability Mar1206 Probability Mar12
06 Probability Mar12ingroy
 
Applied 40S March 17, 2009
Applied 40S March 17, 2009Applied 40S March 17, 2009
Applied 40S March 17, 2009Darren Kuropatwa
 
Probability f5
Probability f5Probability f5
Probability f5smaplabu
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITYsmaplabu
 
mathematics 10 probability samples .pptx
mathematics 10 probability samples .pptxmathematics 10 probability samples .pptx
mathematics 10 probability samples .pptxMarkAgustin23
 
STAT: Probability (continuation)(2)
STAT: Probability (continuation)(2)STAT: Probability (continuation)(2)
STAT: Probability (continuation)(2)Tuenti SiIx
 
G10 Math Q3- Week 7- Probability of Union of Two Events.ppt
G10 Math Q3- Week 7- Probability of Union of Two Events.pptG10 Math Q3- Week 7- Probability of Union of Two Events.ppt
G10 Math Q3- Week 7- Probability of Union of Two Events.pptCheJavier
 
Probability and Probability Distribution.pptx
Probability and Probability Distribution.pptxProbability and Probability Distribution.pptx
Probability and Probability Distribution.pptxRaffyBarotilla
 

Similar to Pre-Cal 40S Slides May 23, 2008 (20)

Applied Math 40S March 5, 2008
Applied Math 40S March 5, 2008Applied Math 40S March 5, 2008
Applied Math 40S March 5, 2008
 
Pre-Cal 40S June 1, 2009
Pre-Cal 40S June 1, 2009Pre-Cal 40S June 1, 2009
Pre-Cal 40S June 1, 2009
 
06 Probability Mar12
06 Probability Mar1206 Probability Mar12
06 Probability Mar12
 
Probability
ProbabilityProbability
Probability
 
Probability.pdf
Probability.pdfProbability.pdf
Probability.pdf
 
Applied 40S March 17, 2009
Applied 40S March 17, 2009Applied 40S March 17, 2009
Applied 40S March 17, 2009
 
Probability f5
Probability f5Probability f5
Probability f5
 
PROBABILITY
PROBABILITYPROBABILITY
PROBABILITY
 
dependent2.pptx
dependent2.pptxdependent2.pptx
dependent2.pptx
 
probability
probabilityprobability
probability
 
mathematics 10 probability samples .pptx
mathematics 10 probability samples .pptxmathematics 10 probability samples .pptx
mathematics 10 probability samples .pptx
 
STAT: Probability (continuation)(2)
STAT: Probability (continuation)(2)STAT: Probability (continuation)(2)
STAT: Probability (continuation)(2)
 
G10 Math Q3- Week 7- Probability of Union of Two Events.ppt
G10 Math Q3- Week 7- Probability of Union of Two Events.pptG10 Math Q3- Week 7- Probability of Union of Two Events.ppt
G10 Math Q3- Week 7- Probability of Union of Two Events.ppt
 
Class xii probability
Class xii probabilityClass xii probability
Class xii probability
 
Probability and Probability Distribution.pptx
Probability and Probability Distribution.pptxProbability and Probability Distribution.pptx
Probability and Probability Distribution.pptx
 
Mathematical Statistics Exam Help
Mathematical Statistics Exam HelpMathematical Statistics Exam Help
Mathematical Statistics Exam Help
 
Unit 1-probability
Unit 1-probabilityUnit 1-probability
Unit 1-probability
 
Math Gr4 Ch16
Math Gr4 Ch16Math Gr4 Ch16
Math Gr4 Ch16
 
Ppt probability
Ppt probabilityPpt probability
Ppt probability
 
Mathematical Statistics Assignment Help
Mathematical Statistics Assignment HelpMathematical Statistics Assignment Help
Mathematical Statistics Assignment Help
 

More from 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
 

More from 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
 

Recently uploaded

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityWSO2
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 

Recently uploaded (20)

Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 

Pre-Cal 40S Slides May 23, 2008

  • 1. Risk is when an outcome’s probability is known. Uncertainty is when an outcome’s probability is unknown.
  • 2. ` Phone Numbers A computer is used to generate random telephone numbers. Of the numbers generated and in service, 56 are unlisted and 144 are listed in the telephone directory. If one of these telephone numbers is randomly selected, what is the probability that it is unlisted?
  • 3. 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?
  • 4. 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?
  • 5.
  • 6. 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 Not Mutually Exclusive Mutually Exclusive 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.
  • 7. 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 Not Mutually Exclusive Mutually Exclusive 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.
  • 8. 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 U B) = P(A) + P(B) - P(A B) = 4/52 + 13/52 - 1/52 = 16/52 So, the probability of drawing either a king or a spade is 16/52 = 4/13.
  • 9. Identify the events as: mutually exclusive dependent Drag'n Drop not mutually exclusive independent Baby! 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. mutually exclusive independent b. One card - a red card or a king - is randomly drawn from a deck of cards. not mutually exclusive independent c. A class president and a class treasurer are randomly selected from a group of 16 students. mutually exclusive dependent d. One card - a red king or a black queen - is randomly drawn from a deck of cards. mutually exclusive independent e. Rolling two dice and getting an even sum or a double.