Notes 5.3 Conditional Probability and Independence
|
|
- Nathaniel Hancock
- 6 years ago
- Views:
Transcription
1 Notes 5.3 Conditional Probability and Independence
2 Who owns a home? Phone usage 1. If we know that a person owns a home, what is the probability that the person is a high school graduate? There are a total of 340 people in the sample who own a home. Because there are 221 high school graduates among the 340 homeowners, the desired probability is 2. If we know that a person is a high school graduate, what is the probability that the person owns a home? There are a total of 310 people who are high school graduates. Because there are 221 homeowners among the 310 high school graduates, the desired probability is P( Problem: What is the probability that a randomly selected household with a landline also has a cell phone? P(o Playing in the NCAA About 55% of high school students participate in a school athletic team at some level, and about 5% of these athletes go on to play on a college team in the NCAA ( AR html, Problem: What percent of high school students play a sport in high school and go on to play a sport in the NCAA?
3 Late for school Shannon hits the snooze bar on her alarm clock on 60% of school days. If she doesn t hit the snooze bar, there is a 0.90 probability that she makes it to class on time. However, if she hits the snooze bar, there is only a 0.70 probability that she makes it to class on time. On a randomly chosen day, what is the probability that Shannon is late for class? Suppose that Shannon is late for school. What is the probability that she hit the snooze bar that morning? Media usage and good grades The Kaiser Family Foundation recently released a study about the influence of media in the lives of young people aged 8 18 ( In the study, 17% of the youth were classified as light media users, 62% were classified as moderate media users, and 21% were classified as heavy media users. Of the light users who responded, 74% described their grades as good (A s and B s), while only 68% of the moderate users and 52% of the heavy users described their grades as good. Suppose that we selected one young person at random. Problem: (a) Draw a tree diagram to represent this situation. (b) Find the probability that this person describes his or her grades as good. (c) Given that this person describes his or her grades as good, what is the probability that he or she is a heavy user of media? False positives and drug testing Many employers require prospective employees to take a drug test. A positive result on this test indicates that the prospective employee uses illegal drugs. However, not all people who test positive actually use drugs. Suppose that 4% of prospective employees use drugs, the false positive rate is 5%, and the false negative rate is 10%. ( main shtml). Problem: A randomly selected prospective employee tests positive for drugs. What is the probability that he actually took drugs?
4 Ponder this: 32 gogurts come in a box ( 16 berry, 16 strawberry). Son #1 states he always grabs berry Son #2 hates berry, only eats strawberry Son #3 has no clue what he wants/eats Question: P(son #1 grabs 3 berrys for my 3 boys) Independent, Mutually Exclusive, Neither?? Draw one card 1. P(red club) Things to consider: P(red)= Who owns a home? The events of interest in this scenario were G: is a high school graduate and H: owns a home. We already learned that P(H) = 340/500 = 68% and that P(H G) = 221/310 = 71.3%. That is, we know that a randomly selected member of the sample has a 68% probability of owning a home. However, if we know that the randomly selected member is a high school graduate, the probability of owning a home increases to 71.3%. Because knowing the outcome of one event changes the probability of the other event, these two events are not independent. P(red club)= 2. P(red 7) Things to consider: P(red)= P(red 7)= 3. P(red heart) Things to consider: P(red)= P(red heart)=
5 Finger length Is there a relationship between gender and relative finger length? To find out, we used the random sampler at the United States CensusAtSchool Web site ( to randomly select 452 U.S. high school students who completed a survey. The two-way table shows the gender of each student and which finger was longer on their left hand (index finger or ring finger). Problem: Are the events female and has a longer ring finger independent? Justify your answer. Perfect games In baseball, a perfect game is when a pitcher doesn t allow any hitters to reach base in all nine innings. Historically, pitchers throw a perfect inning an inning where no hitters reach base about 40% of the time ( articleid=11110). So, to throw a perfect game, a pitcher needs to have nine perfect innings in a row. Problem: What is the probability that a pitcher throws nine perfect innings in a row, assuming the pitcher s performance in an inning is independent of his performance in other innings? Weather conditions Hacienda Heights and La Puente are two neighboring suburbs in the Los Angeles area. According to the local newspaper, there is a 50% chance of rain tomorrow in Hacienda Heights and a 50% chance of rain in La Puente. Does this mean that there is a (0.5)(0.5) = 0.25 probability that it will rain in both cities tomorrow? No. It is not appropriate to multiply the two probabilities, because the events aren t independent. If it is raining in one of these locations, there is a very high probability that it is raining in the other location. However, suppose that there was also a 50% chance of rain in New York tomorrow. To find the probability that it will rain in Hacienda Heights and in New York, it would be appropriate to multiply the probabilities, because it is reasonable to believe that knowledge of rain in Hacienda Heights won t help us predict rain in New York.
6 HW: 57-60, 63, 66, 67, 72, 74, 78, 80 HW: 82, 83, 86, 89, 92, 93, 95, 97-99
Chapter 5 ATE: Probability: What Are the Chances? Alternate Activities and Examples
Chapter 5 ATE: Probability: What Are the Chances? Alternate Activities and Examples [Page 283] Alternate Activity: Whose Book is This? Suppose that 4 friends get together to study at Tim s house for their
More informationUnit #11 Probability Review. Plan to vacation in New York within the next year
Name: Use the following situation to answer questions 1 9: Unit #11 Probability Review A state nonprofit organization wanted to encourage its members to consider the State of New York as a vacation destination.
More informationPicking a number from 0 to 10, Event A: getting a prime number and Event B: Getting an even number
Name: Math 10 Enriched HW 7.2 Mutually exclusive events: 1. What does it mean when two events are mutually exclusive? 2. Indicate if the following events are mutually exclusive? Explain why: i) Event A:
More informationMarist College Institute for Public Opinion Poughkeepsie, NY Phone Fax
Marist College Institute for Public Opinion Poughkeepsie, NY 12601 Phone 845.575.5050 Fax 845.575.5111 www.maristpoll.marist.edu NFL Domestic Violence Controversy Biggest Sports Story of 2014 *** Complete
More information1. The table below shows the relative frequencies of the ages of the students at Ingham High School.
IB SL MATHEMATICS PROBABILITY REVIEW NAME: DATE: 1. The table below shows the relative frequencies of the ages of the students at Ingham High School. Age (in years) Relative frequency 13 0.11 14 0.30 15
More informationA school carnival committee features a different version of the Making Purple game, as shown below.
A C E Applications Connections Extensions Applications A school carnival committee features a different version of the Making Purple game, as shown below. 1. Before playing the game, do you predict that
More information5.1A Introduction, The Idea of Probability, Myths about Randomness
5.1A Introduction, The Idea of Probability, Myths about Randomness The Idea of Probability Chance behavior is unpredictable in the short run, but has a regular and predictable pattern in the long run.
More informationStats Review Chapter 5. Mary Stangler Center for Academic Success Revised 8/16
Stats Review Chapter Revised 8/16 Note: This review is composed of questions similar to those found in the chapter review and/or chapter test. This review is meant to highlight basic concepts from the
More informationFive Great Activities Using Spinners. 1. In the circle, which cell will you most likely spin the most times? Try it.
Five Great Activities Using Spinners 1. In the circle, which cell will you most likely spin the most times? Try it. 1 2 3 4 2. Marcy plays on her school basketball team. During a recent game, she was fouled
More informationBinomial/Geometric Distributions Homework
Name Period Binomial/Geometric Distributions Homework A free-throw shooter has a 70% average for making free-throws. Out of 20 attempts, find the following probabilities: 1. P(10 makes) 2. P(at least 10
More informationAnswers Investigation 4
Applications. Answers will vary. Possible answers: Yes, because there is only one blue marble in ucket and only one red marble in ucket. Yes, because it is going to be very hard to choose both a red and
More informationLevel 3 Statistics and Modelling, 2005
For Supervisor s 3 9 0 6 4 3 Level 3 Statistics and Modelling, 2005 90643 Solve straightforward problems involving probability Credits: Four 9.30 am Thursday 24 November 2005 Check that the National Student
More informationAlmost Half Say Smartphone Makers Not Doing Enough To Fight Addiction
FOR IMMEDIATE RELEASE Almost Half Say Smartphone Makers Not Doing Enough To Fight Addiction A third say they respond to messages "within a few minutes" Toronto, January 26th - In a random sampling of public
More informationReport to the Benjamin Hair-Just Swim For Life Foundation on JACS4 The Jefferson Area Community Survey
Report to the Benjamin Hair-Just Swim For Life Foundation on JACS4 The Jefferson Area Community Survey Prepared by: Kara Fitzgibbon, M.A. Research Analyst Matthew Braswell, M.A. Research Analyst Yuliya
More informationHART RESEARCH ASSOCIATES/PUBLIC OPINION STRATEGIES Study # page 1
HART RESEARCH ASSOCIATES/PUBLIC OPINION STRATEGIES Study #18570 -- page 1 Interviews: 900 Registered Voters, including 405 respondents with a cell phone only and Date: July 15-18, 2018 11 respondents reached
More informationName Date Class. What is the probability that Kalvin will get to eat Cocoa Blast on one day?
1ACE Exercise Investigation 1. Suppose Kalvin tosses a coin to determine his breakfast cereal every day. He starts on his 1th birthday and continues until his 18th birthday. About how many times would
More informationCentral Hills Prairie Deer Goal Setting Block G9 Landowner and Hunter Survey Results
Central Hills Prairie Deer Goal Setting Block G9 Landowner and Hunter Survey Results Table of Contents Public Surveys for Deer Goal Setting... 1 Methods... 1 Hunter Survey... 2 Demographics... 2 Population
More informationExpected Value 3.1. On April 14, 1993, during halftime of a basketball game between the. One-and-One Free-Throws
! Expected Value On April 14, 1993, during halftime of a basketball game between the Chicago Bulls and the Miami Heat, Don Calhoun won $1 million by making a basket from the free-throw line at the opposite
More informationNorthwest Parkland-Prairie Deer Goal Setting Block G7 Landowner and Hunter Survey Results
Northwest Parkland-Prairie Deer Goal Setting Block G7 Landowner and Hunter Survey Results Table of Contents Public Surveys for Deer Goal Setting... 1 Methods... 1 Hunter Survey... 2 Demographics... 2 Population
More informationMATH 118 Chapter 5 Sample Exam By: Maan Omran
MATH 118 Chapter 5 Sample Exam By: Maan Omran Problem 1-4 refer to the following table: X P Product a 0.2 d 0 0.1 e 1 b 0.4 2 c? 5 0.2? E(X) = 1.7 1. The value of a in the above table is [A] 0.1 [B] 0.2
More informationGALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORK AND EDUCATION
GALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORK AND EDUCATION -- FINAL TOPLINE -- Timberline: 937008 IS: 786 Princeton Job #: 16-08-012 Jeff Jones, Lydia Saad August 3-7, 2016 Results are based on
More informationTHE KNOWLEDGE NETWORKS-ASSOCIATED PRESS POLL SPORTS POLL (BASEBALL) CONDUCTED BY KNOWLEDGE NETWORKS July 6, 2009
1350 Willow Rd, Suite 102 Menlo Park, CA 94025 www.knowledgenetworks.com Interview dates: June 26 July 5, 2009 Interviews: 655 adults interested or very interested in MLB Sampling margin of error for a
More informationConstructing and Interpreting Two-Way Frequency Tables
ACTIVITY 5.1 Constructing and Interpreting Two-Way Frequency Tables Ms. Carter is an athletic coordinator at Liberty Middle School. She is developing an after-school sports program. Ms. Carter has a budget
More informationWhy We Should Use the Bullpen Differently
Why We Should Use the Bullpen Differently A look into how the bullpen can be better used to save runs in Major League Baseball. Andrew Soncrant Statistics 157 Final Report University of California, Berkeley
More informationSkills Practice Skills Practice for Lesson 17.1
Skills Practice Skills Practice for Lesson.1 Name Date Products and Probabilities Discrete Data and Probability Distributions Vocabulary Describe similarities and differences between each pair of terms.
More information8th Grade. Data.
1 8th Grade Data 2015 11 20 www.njctl.org 2 Table of Contents click on the topic to go to that section Two Variable Data Line of Best Fit Determining the Prediction Equation Two Way Table Glossary Teacher
More informationWork and Machines. Work occurs when a force causes an object to move in the direction of the force.
Work and Machines Work occurs when a force causes an object to move in the direction of the force. You just finished reading and summarizing an entire chapter in your science textbook. In the scientific
More informationLesson 14: Games of Chance and Expected Value
Student Outcomes Students use expected payoff to compare strategies for a simple game of chance. Lesson Notes This lesson uses examples from the previous lesson as well as some new examples that expand
More informationSportsmanship and Running Up the Score
Sportsmanship and Running Up the Score Are you for good sportsmanship? Absolutely yes. Should you run up the score when the game is clearly out of hand to embarrass the other team? Absolutely not. In a
More informationIHS AP Statistics Chapter 2 Modeling Distributions of Data MP1
IHS AP Statistics Chapter 2 Modeling Distributions of Data MP1 Monday Tuesday Wednesday Thursday Friday August 22 A Day 23 B Day 24 A Day 25 B Day 26 A Day Ch1 Exploring Data Class Introduction Getting
More informationEvents are often labeled with capital letters, such as A and B.
Probability Sample Space (S) -The set of all possible outcomes. We can represent the sample space using set notation, a tree diagram, or a Venn Diagram. Event (A) A specific outcome or group of outcomes.
More informationAnnouncements. Homework #8 due tomorrow. 2 nd midterm on Thursday CMSC 250
Announcements Homework #8 due tomorrow. 2 nd midterm on Thursday 1 Recall: Basic Probability Concepts Sample space = set of all possible outcomes Event = any subset of the sample space Classical formula
More informationThe National Citizen Survey. Bowling Green, KY. Technical Appendices
The National Citizen Survey Bowling Green, KY Technical Appendices 2014 National Research Center, Inc. Boulder, CO International City/County Management Association Washington, DC Contents Appendix A: Complete
More informationWolves Tournaments Rules / Policies 2018 Season
Tournament Specific Rules: Wolves Tournaments Rules / Policies 1. The point system will be in effect two (2) points for a win, one point (1) for a tie. Tie breakers; 1. Overall record (points), 2. Head
More informationDo Clutch Hitters Exist?
Do Clutch Hitters Exist? David Grabiner SABRBoston Presents Sabermetrics May 20, 2006 http://remarque.org/~grabiner/bosclutch.pdf (Includes some slides skipped in the original presentation) 1 Two possible
More informationBowling Green, KY Technical Appendices
Bowling Green, KY Technical Appendices 2018 2955 Valmont Road Suite 300 777 North Capitol Street NE Suite 500 Boulder, Colorado 80301 Washington, DC 20002 n-r-c.com 303-444-7863 icma.org 800-745-8780 Contents
More informationMarist College Institute for Public Opinion Poughkeepsie, NY Phone Fax
Marist College Institute for Public Opinion Poughkeepsie, NY 12601 Phone 845.575.5050 Fax 845.575.5111 www.maristpoll.marist.edu Majority Thinks Colleges Break NCAA Rules Most Say Only Scholarships for
More informationWildlife Ad Awareness & Attitudes Survey 2015
Wildlife Ad Awareness & Attitudes Survey 2015 Contents Executive Summary 3 Key Findings: 2015 Survey 8 Comparison between 2014 and 2015 Findings 27 Methodology Appendix 41 2 Executive Summary and Key Observations
More informationWolves Tournaments Rules / Policies 2017 Season
Tournament Specific Rules: Wolves Tournaments Rules / Policies 1. The point system will be in effect two (2) points for a win, one point (1) for a tie. Tie breakers; 1. Overall record (points), 2. Head
More informationHomework Answers/Questions!
Bell (Whistle While You) Work! 1. How many ways are there to pick 5 of my 10 best friends to go to Lady Gaga's January concert with me? 2. How many ways are there to arrange 10 of my 35 apps on my iphone?
More informationChapter 3 Displaying and Describing Categorical Data
Chapter 3 Displaying and Describing Categorical Data Stats: Modeling the World Chapter 3 are often used to organize categorical data. Frequency tables display the category names and the of the number of
More informationBorck Test 2 (tborck2)
Name: Date: 1. What is the median of the numbers? 12 7 22 15 31 12 15 22 87 2. Jamie rolls two six-sided number cubes. What is the probability that the sum of the numbers on the cube faces will be greater
More informationSoftball Coach s Packet
Softball Coach s Packet Thank you so much for coaching!! We are excited to start the new season and hope you and your team have FUN!! Please turn in your packet, complete with roster, all player fees,
More informationGuidelines for Providing Access to Public Transportation Stations APPENDIX C TRANSIT STATION ACCESS PLANNING TOOL INSTRUCTIONS
APPENDIX C TRANSIT STATION ACCESS PLANNING TOOL INSTRUCTIONS Transit Station Access Planning Tool Instructions Page C-1 Revised Final Report September 2011 TRANSIT STATION ACCESS PLANNING TOOL INSTRUCTIONS
More informationMarist College Institute for Public Opinion Poughkeepsie, NY Phone Fax
Marist College Institute for Public Opinion Poughkeepsie, NY 12601 Phone 845.575.5050 Fax 845.575.5111 www.maristpoll.marist.edu Take Me Out to the Ball Game? Maybe Not *** Complete Tables for Poll Appended
More informationChapter 1 Test B. 4. What are two advantages of using simulation techniques instead of actual situations?
Name: Date: 1. The 50 states in the United States were numbered alphabetically and a researcher decided to randomly select a number and then survey every sixth state on unemployment rates. What type of
More informationGALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS
GALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS -- FINAL TOPLINE -- Timberline: 937008 IS: 954 Princeton Job #: 17-02-002 Jeff Jones, Lydia Saad February 1-5, 2017 Results are based on telephone
More informationa) List and define all assumptions for multiple OLS regression. These are all listed in section 6.5
Prof. C. M. Dalton ECN 209A Spring 2015 Practice Problems (After HW1, HW2, before HW3) CORRECTED VERSION Question 1. Draw and describe a relationship with heteroskedastic errors. Support your claim with
More informationA decision maker subjectively assigned the following probabilities to the four outcomes of an experiment: P(E 1) =.10, P(E 2) =.
Name: _ Class: Date: _ (First Page) Name: _ Class: Date: _ (Subsequent Pages) 1. {Exercise 4.03} How many permutations of three items can be selected from a group of six? 2. {Exercise 4.07} A decision
More informationConfidence Intervals with proportions
Confidence Intervals with proportions a.k.a., 1-proportion z-intervals AP Statistics Chapter 19 1-proportion z-interval Statistic + Critical value Standard deviation of the statistic POINT ESTIMATE STANDARD
More informationFebruary Funded by NIEHS Grant #P50ES RAND Center for Population Health and Health Disparities
Urban Use and Physical Activity Deborah Cohen, Thom McKenzie, Amber Sehgal, Stephanie Williamson, Daniela Golinelli, Multi-Cultural Area Health Education Center (MAHEC) Funded by NIEHS Grant #P50ES012383
More informationNATIONAL & AMERICAN LEAGUE RULES
NATIONAL & AMERICAN LEAGUE RULES THE SHARON NATIONAL AND AMERICAN LEAGUES ARE GOVERNED BY ALL RULES AS PUBLISHED BY LITTLE LEAGUE INTERNATIONAL: MAJORS PROGRAM WITH THE FOLLOWING OVERRIDING EXCEPTIONS,
More informationGALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS
GALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS -- FINAL TOPLINE -- Timberline: 937008 JT: 165 Princeton Job #: 18-02-002 Jeff Jones, Lydia Saad February 1-10, 2018 Results are based on telephone
More informationFinal Exam review Course II
Class: Date: Final Exam review Course II Short Answer 1. Mrs. Richland planted 12 tulip bulbs in her garden. All 12 bulbs bloomed the first year. The second year, 15 tulip blooms appeared, and the third
More informationNATIONAL: EAGLES ARE AMERICA S SUPER BOWL PICK
Please attribute this information to: Monmouth University Poll West Long Branch, NJ 07764 www.monmouth.edu/polling Follow on Twitter: @MonmouthPoll Released: Thursday, February 1, Contact: PATRICK MURRAY
More informationGALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS
GALLUP NEWS SERVICE GALLUP POLL SOCIAL SERIES: WORLD AFFAIRS -- FINAL TOPLINE -- Timberline: 937008 HR: 912 Princeton Job #: 14-02-002 Jeff Jones, Lydia Saad February 6-9, 2014 Results are based on telephone
More informationExploring Measures of Central Tendency (mean, median and mode) Exploring range as a measure of dispersion
Unit 5 Statistical Reasoning 1 5.1 Exploring Data Goals: Exploring Measures of Central Tendency (mean, median and mode) Exploring range as a measure of dispersion Data: A set of values. A set of data can
More informationScarborough Spring 2013 Math Exam I 1. "On my honor, as an Aggie, I have neither given nor received unauthorized aid on this academic work.
Scarborough Spring 2013 Math 365-501 Exam I 1 Math 365 Exam 1 Spring 2013 Scarborough NEATLY PRINT NAME: STUDENT ID: DATE: "On my honor, as an Aggie, I have neither given nor received unauthorized aid
More informationGolfers in Colorado: The Role of Golf in Recreational and Tourism Lifestyles and Expenditures
Golfers in Colorado: The Role of Golf in Recreational and Tourism Lifestyles and Expenditures by Josh Wilson, Phil Watson, Dawn Thilmany and Steve Davies Graduate Research Assistants, Associate Professor
More informationMGF 1106 Liberal Arts Mathematics Final Review
MGF 1106 Liberal Arts Mathematics Final Review 1. Given U { x x is a counting number less than 11} =, A = {, 4, 6, 8, 10}, B = { 1, 3, 5, 7} C = { 1, 4, 7, 10}, which of the following is not true? [a]
More informationThe University of Alabama in Huntsville Annual Baseball Instructional Fall League / Camp Grades
The University of Alabama in Huntsville Annual Baseball Instructional Fall League / Camp Grades 6-8 2017 UAH BASEBALL UAH BASEBALL 2014 GULF SOUTH CONFERENCE CHAMPIONS 2014 NCAA SOUTH REGION 2014 Final
More informationMatt Halper 12/10/14 Stats 50. The Batting Pitcher:
Matt Halper 12/10/14 Stats 50 The Batting Pitcher: A Statistical Analysis based on NL vs. AL Pitchers Batting Statistics in the World Series and the Implications on their Team s Success in the Series Matt
More informationPLEASE MARK YOUR ANSWERS WITH AN X, not a circle! 2. (a) (b) (c) (d) (e) (a) (b) (c) (d) (e) (a) (b) (c) (d) (e)...
Math 170, Exam II April 11, 2016 The Honor Code is in e ect for this examination. All work is to be your own. You may use your Calculator. The exam lasts for 0 minutes. Be sure that your name is on every
More informationAt-Risk Indicators for Youth in Cass County, North Dakota and Clay County, Minnesota: 1999
At-Risk Indicators for Youth in Cass County, North Dakota and Clay County, Minnesota: 1999 An Extended Compilation and Comparison of Data Across Borders Prepared by the North Dakota State Data Center Sponsored
More informationCGAA Baseball - Travel Baseball Player Evaluation Process
CGAA Baseball - Travel Baseball Player Evaluation Process CGAA Baseball is committed to holding a fair and open evaluation process for all eligible baseball players. The evaluation is an opportunity for
More informationPublic Opinion. Assistant Professor Department of Life Sciences Communication UW-Madison. & Environmental Communication Specialist
Public Opinion About VHS and AIS in Wisconsin Bret Shaw Assistant Professor Department of Life Sciences Communication UW-Madison & Environmental Communication Specialist UW Extension Badger Poll Methodology
More informationJersey Admits New York Giants and Jets Just Happen to Play in Jersey
For immediate release Monday, April 2, 2012 Contact: Peter Woolley 973.670.3239 Krista Jenkins 908.328.8967 Jersey Admits New York Giants and Jets Just Happen to Play in Jersey 5 pp. Although the world
More informationDesigning a Productive Practice Skill, Smarts, Strength, and Speed
Baseball: The Self-Evident Truth: Designing a Productive Practice Skill, Smarts, Strength, and Speed Game is Played Against a Ball Not Another Team No One Can Out-Run a Thrown Baseball The Best Pitch in
More informationMath 1040 Exam 2 - Spring Instructor: Ruth Trygstad Time Limit: 90 minutes
Math 1040 Exam 2 - Spring 2012 Name Instructor: Ruth Trygstad Time Limit: 90 minutes Any calculator is okay, but no computers, cell phones or other hand-held devices are allowed. Tables and formulas are
More informationLongitudinal analysis of young Danes travel pattern.
Aalborg trafikdage 24.08.2010 Longitudinal analysis of young Danes travel pattern. Sigrun Birna Sigurdardottir PhD student, DTU Transport. Background Limited literature regarding models or factors influencing
More informationTime wasters (Reviewed May 10)
1 Time wasters (Reviewed May 10) Be Healthy Stay Safe Enjoy and Achieve Make a Positive Contribution Achieve Economic Wellbeing 2 Back to Back Race Markers for start and finish 5 20 Minutes Get the group
More informationStalemate Continues: CONSERVATIVES HOLD SLIGHT ADVANTAGE AMONG EARLY VOTERS
www.ekospolitics.ca Stalemate Continues: CONSERVATIVES HOLD SLIGHT ADVANTAGE AMONG EARLY VOTERS [Ottawa October 16, 15] As we enter the final weekend before Election Day, vote intentions appear to be settling
More informationBlack Sea Bass Encounter
Black Sea Bass Encounter Below is an adaptation of the Shark Encounter (Lawrence Hall of Science: MARE 2002) lesson plan to be about Black Sea Bass and to incorporate information learned from Dr. Jensen
More informationRationale. Previous research. Social Network Theory. Main gap 4/13/2011. Main approaches (in offline studies)
Boots are Made for Walking: The Spatiality of Social Networks in a Pedestrian, Phone-Free Society Patterns of social interaction in regions without: Implications Rationale Annual Meeting of the Association
More informationAs a baseball dad who coaches his sons, I m hoping to shed some light on this from the other perspective.
Daddy Ball when a baseball dad who coaches his kid appears to give that player preferential treatment is the number one complaint among parents. The coaches kids (head and assistant coaches) get the most
More informationCo-Ed Softball League Rules The Co-Ed Softball League will follow NSA Softball rules, with the following exceptions:
Co-Ed Softball League Rules The Co-Ed Softball League will follow NSA Softball rules, with the following exceptions: League Registration A team will not be considered to be registered until the following
More informationChapter 0 Pretest = 4
Determine whether you need an estimate or an exact answer. Then solve. 1. SHOPPING Addison paid $1.29 for gum and $0.89 for a package of notebook paper. She gave the cashier a $5 bill. If the tax was $0.14,
More informationROUND TOSS-UP: What is the square root of one million? (1000) (10 points) BONUS: How many zeros are at the end of ?
ROUND 1 1. TOSS-UP: What is 24% of 50? (12) (10 points) BONUS: A clothing store is having a 60% off sale on its dresses. Brandi has a coupon that lets her take 20% off of the sale price. If she pays $24
More information2016 TRI-ONE DOUBLES LEAGUE RULES AND REGULATIONS. Oahu District Tennis Association P.O. Box 3143 Honolulu, HI
2016 TRI-ONE DOUBLES LEAGUE RULES AND REGULATIONS Oahu District Tennis Association P.O. Box 3143 Honolulu, HI 96802-3143 odtaboard@gmail.com Rev. 3/1/2016 1. GENERAL TRI LEVEL USTA HAWAII PACIFIC SECTION
More informationIntramural Softball Rules Spring 2018
Intramural Softball Rules Spring 2018 Table of Contents Participation Warning.. 1 Rules of Play....... 1 Team and Equipment Regulations..... 1 Game Rules.......2 Team Regulations.......... 2 Injured Player(s)
More informationPARENTS CODE OF ETHICS
PARENTS CODE OF ETHICS I hereby pledge to provide positive support, care and encouragement for my child participating in youth sports by following this Code of Ethics: I will encourage good sportsmanship
More informationUber ridership up since last year
FOR IMMEDIATE RELEASE Uber ridership up since last year Conflict with taxis becomes more polarized February 23 rd - In a random sampling of public opinion taken by the Forum Poll among 836 Toronto voters,
More informationAlgebra 1 Agenda 4.1. Monday. Tuesday. Thursday Lesson: Friday. No School! Linear Regression. Correlation Coefficient. Association & Causation
Name: Class Period: Algebra 1 Agenda 4.1 Grade Monday 1/4/2016 Homework: No School! Hope you enjoyed your break :) Tuesday 1/5/2016 Linear Regression Homework: HW 1 Wednesday 1/6/2016 Correlation Coefficient
More informationRip Currents: A Survey of Beach Users
Rip Currents: A Survey of Beach Users Survey: Questions, Process General Results on Rip Current Knowledge Results by Age, Gender, Conditions, and Frequency of Visit Beach User s Sources of Information
More informationProbability Roulette is a nice, genteel way for a person to politely and quickly lose a great deal of money. Jimmy The Greek Snyder
ST 305 Chapters 14, 15 Probability Reiland Probability Roulette is a nice, genteel way for a person to politely and quickly lose a great deal of money. Jimmy The Greek Snyder We do not what we ought, What
More informationAtlanta MABL Local Rules and Regulations (Addendum to the MSBL/MABL National Rules and Regulations) Last Revised: July 5, 2011
Atlanta MABL Local Rules and Regulations (Addendum to the MSBL/MABL National Rules and Regulations) Last Revised: July 5, 2011 All Atlanta Men s Adult Baseball League (MABL) games shall follow the MSBL
More informationNFL1. Do you think television shows, in general, are getting better or getting worse?
1350 Willow Rd, Suite 102 Menlo Park, CA 94025 www.knowledgenetworks.com Interview dates: January 21 January 26, 2011 Total Interviews: 1,125 adults NFL Fans: 482 adults Sampling margin of error for a
More informationCRACIUN RESEARCH. June 20, 2011 A M A R K E T R E S E A R C H S T CHA
CRACIUN RESEARCH A M A R K E T R E S E A R C H S T U D Y CHA June 20, 2011 Craciun Research Anchorage. Seattle. Washington, DC 907.279.3982 www.craciunresearch.com 2011 Craciun Research. All rights reserved.
More informationUnderstanding the. Dr. Christopher Waller. Federal Reserve Bank of St. Louis
Understanding the Unemployment Picture Dr. Christopher Waller Senior Vice President and Director of fresearch Federal Reserve Bank of St. Louis By David Andolfatto and Marcela Williams A Look at Unemployment
More informationSummary Report: Built Environment, Health and Obesity
Research and education Built Environment Edmonton Project Summary Report: Built Environment, Health and Obesity Introduction In 2007 the Canadian Institutes of Health Research and the Heart and Stroke
More informationTOURNAMENTS RULES AND SCORING, 2017 Updated for the 2017 tournament season
TOURNAMENTS RULES AND SCORING, 2017 Updated for the 2017 tournament season **1) Tournament games are seven innings or two hours and fifteen minutes whichever comes first plus an eighth inning if game is
More information4According to professional regulations, a baseball bat
Mixed Numbers MODELING IMPROPER FRACTIONS In Power Players on page 4, you practiced dividing mixed numbers by converting them into improper fractions (fractions in which the numerator is greater than the
More informationExamining NBA Crunch Time: The Four Point Problem. Abstract. 1. Introduction
Examining NBA Crunch Time: The Four Point Problem Andrew Burkard Dept. of Computer Science Virginia Tech Blacksburg, VA 2461 aburkard@vt.edu Abstract Late game situations present a number of tough choices
More information10U County Rules RECEATIONAL OR C LEVEL GAME PLAYING REGULATIONS - Use ASA 10U rules, except for the following:
10U County Rules 2017 CCGSA is an ASA recognized Association serving the Clackamas County region. The following league rules have been prepared to assist the many area associations when participating in
More informationPitch Grips. Finger Position, Finger Pressure, Hand Action. By: Chris Gissell
Pitch Grips Finger Position, Finger Pressure, Hand Action By: Chris Gissell About the Author Chris Gissell Chris is 35 years old. He is married to Rachael and has 3 children (Christopher 10, Zachary 7
More informationMeasuring Length. Goals. You will be able to
Measuring Length Goals You will be able to choose, use, and rename metric length measurements measure perimeters of polygons solve problems using diagrams and graphs Running in a Triathlon Racing Snails
More informationLiberals with steady 10 point lead on Conservatives
FOR IMMEDIATE RELEASE Liberals with steady 10 point lead on Conservatives NDP trails FEBRUARY 20 th, 2014 In a random sampling of public opinion taken by the Forum Poll among 1824 Canadian voters, 4 in
More informationRULES AND REGULATIONS OF FIXED ODDS BETTING GAMES
RULES AND REGULATIONS OF FIXED ODDS BETTING GAMES Royalhighgate Public Company Ltd. 04.04.2014 Table of contents SECTION I: GENERAL RULES... 6 ARTICLE 1 - GENERAL REGULATIONS... 6 ARTICLE 2 - THE HOLDING
More informationOTHER TENNIS MEASUREMENTS
OTHER TENNIS MEASUREMENTS TENNIS RACQUET SHIPMENTS Total racquet sales up +42% 2003 - Youth racquet sales up +80% BY TYPE 2003 UNITS UNITS 4 YR % Change Adult 2,395,924 3,120,679 +30% Youth 745,011 1,341,106
More informationThe University of Alabama in Huntsville 9 th Annual Baseball Instructional Fall League Camp High School 2018
The University of Alabama in Huntsville 9 th Annual Baseball Instructional Fall League Camp High School 2018 UAH BASEBALL UAH BASEBALL 2014 GULF SOUTH CONFERENCE CHAMPIONS 2014 NCAA SOUTH REGION 2014 Final
More information