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Working with Probabilities Physics 115a (Slideshow 1) A. Albrecht These slides related to Griffiths section 1.3
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Consider the following group of people in a room: AgeNumber 141 151 163 222 242 255
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Histogram Form
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Consider the following group of people in a room: AgeNumber 141 151 163 222 242 255 Total people = 14
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 141 151? 163 222 242 255
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 141 1511/14 163 222 242 255
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 141 1511/14 163 222 242 255?
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 141 1511/14 163 222 242 2555/14
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 141? 1511/14 163? 222? 242? 2555/14
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Consider the following group of people in a room: Total people = 14 AgeNumberProbability 1411/14 1511/14 1633/14 2222/14 2422/14 2555/14
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Probability Histogram
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Number Histogram
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NB: The probabilities for ages not listed are all zero Total people = 14 AgeNumberProbability 1411/14 1511/14 1633/14 2222/14 2422/14 2555/14
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Assuming Age<20, what is the probability of finding each age? Total people = 14 AgeNumberProbability 141? 151? 163? 222? 242? 255?
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Assuming Age<20, what is the probability of finding each age? Total people = 14 AgeNumberProbability 141? 151? 163? 2220 2420 2550
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Assuming Age<20, what is the probability of finding each age? Total people = 14 AgeNumberProbability 1411/5 1511/5 1633/5 2220 2420 2550
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Total people = 14 AgeNumberProbability 1411/14 1511/14 1633/14 2222/14 2422/14 2555/14 Assuming no age constraint, what is the probability of finding each age? Related to collapse of the waveunction (“changing the question”)
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Assuming Age<20, what is the probability of finding each age? Total people = 14 AgeNumberProbability 1411/5 1511/5 1633/5 2220 2420 2550 Related to collapse of the waveunction (“changing the question”)
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Consider a different room with different people: AgeNumber 193 202 215 223 241 251 Total people = 15
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Consider a different room with different people: AgeNumberProbability 1933/15 2022/15 2155/15 2233/15 2411/15 2511/15 Total people = 15
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Red Room Numbers
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Red Room Probabilities
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Combine Red and Blue rooms Total people = 29 AgeNumberProbability 1411/29 1511/29 1633/29 1933/29 2022/29 2155/29 222+35/29 242+13/29 255+16/29
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Lessons so far A simple application of probabilities Normalization “Re-Normalization” to answer a different question Adding two “systems”. All of the above are straightforward applications of intuition.
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Expectation Values
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Most probable answer = 25 Median = 23 Average = 21
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Most probable answer = 25 Median = 23 Average = 21 Lesson: Lots of different types of questions (some quite similar) with different answers. Details depend on the full probability distribution.
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Average (mean): Standard QM notation Called “expectation value” NB in general (including the above) the “expectation value” need not even be possible outcome.
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Average (number squared) AgeNumber(Number) 2 Probability 14111/14 15111/14 16393/14 22242/14 24242/14 255 5/14
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In general, the average (or expectation value) of some function f(j) is Careful: In general
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The “width” of a probability distribution
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Discuss eqns 1.10 through 1.13 at board
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Continuous Variables
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Why not measure age in weeks?
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Blue room in weeks
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Conclusion: Blue room in weeks not very useful/intuitive
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Another case where a measure of age in weeks might by useful: The ages of students taking health in the 8 th grade in a large school district (3000 students).
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