Скачать презентацию Chapter 11 Understanding Randomness At the end Скачать презентацию Chapter 11 Understanding Randomness At the end

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Chapter 11 Understanding Randomness Chapter 11 Understanding Randomness

At the end of this chapter, you should be able to Identify a random At the end of this chapter, you should be able to Identify a random event. ¡ Describe the properties of random events. ¡ Use random number table to study random events. ¡

Pick a Number 1 2 3 4 Pick a Number 1 2 3 4

What Number did you pick? ¡ If selected randomly l l ______ select 1 What Number did you pick? ¡ If selected randomly l l ______ select 1 2 3 4 ¡ Class picks l l ______ % % select 1 2 3 4

What is Randomness? ¡ Random events l Outcome unknown before event _______________________ ¡ l What is Randomness? ¡ Random events l Outcome unknown before event _______________________ ¡ l No Structure in Short Term ¡ l ____________ Structure in Long Term ¡ ____________

How do we get random numbers? ¡ Computers? l ¡ Random events l l How do we get random numbers? ¡ Computers? l ¡ Random events l l ¡ Pseudorandom numbers Radioactive decay Random movements of molecules Table in Appendix E l l List of numbers 0 through 9. Organized by rows and in columns of 5.

Using random numbers ¡ A cereal maker has 3 sports cards: Tiger Woods, Lance Using random numbers ¡ A cereal maker has 3 sports cards: Tiger Woods, Lance Armstrong and Serena Williams. l l l ¡ 30% - Tiger Woods 30% - Lance Armstrong 40% - Serena Williams How many boxes do we need to buy before we get all 3 cards?

Using random numbers ¡ Simulation l l l ¡ 0, 1, 2: box has Using random numbers ¡ Simulation l l l ¡ 0, 1, 2: box has Tiger Woods 3, 4, 5: box has Lance Armstrong 6, 7, 8, 9: box has Serena Williams Look at random numbers 96299 07196 98642 20639 23185 56282 69929 14125 38872 94168 71622 35940

Using random numbers ¡ ¡ ¡ ¡ ¡ Trial Trial Trial 1: 96299071969864 2: Using random numbers ¡ ¡ ¡ ¡ ¡ Trial Trial Trial 1: 96299071969864 2: 22063 3: 923 4: 185 5: 562 6: 826992914 7: 12538 8: 87294 9: 168 10: 716223 ________ ________ ________ boxes boxes boxes

Using random numbers Out of 10 trials - mean = ____ boxes ¡ More Using random numbers Out of 10 trials - mean = ____ boxes ¡ More trials = more accurate result. ¡ l Out of 200 trials - mean = _____ boxes.

Using random numbers How many times do we need to roll a die before Using random numbers How many times do we need to roll a die before we get a 6? ¡ Simulation ¡ l l ¡ 1, 2, 3, 4, 5, 6: Roll on die 0, 7, 8, 9: Throw out Look at random numbers 31087 42430 60322 34765 15757 53300 97392 98035 05228 68970 84432 04916 52949 78533 316

Using random numbers ¡ Throw out 0, 7, 8, 9 3142436322346515553332 3552264432416524533316 Trial ¡ Using random numbers ¡ Throw out 0, 7, 8, 9 3142436322346515553332 3552264432416524533316 Trial ¡ Trial ¡ 1: 2: 3: 4: 5: 3142436 322346 515553332355226 4432416 524533316 ___ ___ ___ rolls rolls

Using random numbers Out of 5 trials - mean number of rolls = ____ Using random numbers Out of 5 trials - mean number of rolls = ____ ¡ More trials = more accurate result. ¡ l Out of 200 trials - mean number of rolls = ______.

Using Random Numbers 40 people live on a dorm floor; 10 are on soccer Using Random Numbers 40 people live on a dorm floor; 10 are on soccer team. A lottery was drawn to select 3 people to live in triple suite. All 3 people selected were on soccer team. Is this fair? ¡ Simulation ¡ l l l 00, 01, 02, 03, 04, 05, 06, 07, 08, 09: Soccer team 10, 11, 12, …, 39: Non-soccer team 40, 41, …, 99: Throw out

Using Random Numbers ¡ Look at random numbers 47119 76651 21732 32364 58545 50277 Using Random Numbers ¡ Look at random numbers 47119 76651 21732 32364 58545 50277 57558 30390 18771 72703 11232 99884 05087 76839 65142 19994 91397 29350 83852 04905 ¡ By twos 47 57 05 83 11 55 08 85 97 83 77 20 66 03 68 49 51 21 73 23 23 64 58 54 55 02 77 90 18 77 17 27 03 11 23 29 98 84 39 65 14 21 99 94 91 39 72 93 50 05

Using Random Numbers ¡ ¡ ¡ ¡ Throw out 40, 41, …, 99 11 Using Random Numbers ¡ ¡ ¡ ¡ Throw out 40, 41, …, 99 11 21 23 23 02 03 18 17 27 03 11 23 29 05 08 39 14 21 39 20 05 Trial 1: 11 21 23 _____ Trial 2: 23 02 03 _____ Trial 3: 18 17 27 _____ Trial 4: 03 11 23 _____ Trial 5: 29 05 08 _____ Trial 6: 39 14 21 _____ Trial 7: 39 20 05 _____

Using Random Numbers Out of 7 trials - no groups selected had all three Using Random Numbers Out of 7 trials - no groups selected had all three people from soccer team. ¡ More trials = more accurate result. ¡ l ¡ Out of 200 trials, - only _______ groups selected had all three people from soccer team. Was drawing fair?