AP Statistics Unit 3 Notes

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6 Steps of a Stimulation

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AP Statistics Unit 3 Notes

23 Terms

1

6 Steps of a Stimulation

Select components, when will a trial finish, determine response variable, run trials using RNG, summarize results, state your conclusion

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2

1st step of simulation

select components

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3

2nd step of simulation

when will a trial finish

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4

3rd step of simulation

determine response variable

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5

4th step of simulation

run trials using RNG

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6

5th step of simulation

summarize results

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7

6th step of simulation

state your conclusion

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8

Parameters

population

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9

Statistics

Sample

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10

n

sample size

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11

p

parameter proportion

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12

p hat

statistic proportion

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13

mu

parameter mean

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14

x bar

statistic mean

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15

Stratified sampling

externally heterogenous, internally homogenous

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16

Cluster sampling

internally heterogeneous, externally homogenous

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17

Four principles of experimental design

control, randomized, replicable, blocking

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18

Control

control extraneous variables, not same as control group

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19

Randomized

best chance of equalizing effects of unknown sources of variance, does not eliminate unknown variables

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20

Replicable

Should be able to repeat with same sample or different sample, not have ridiculous amount of variability, one trial not enough

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21

Blocking

Split trial up based on another variable you think might play a role (like stratify) before assigning treatments, break up each block into treatment groups, block is experimental design vs strata is sample design

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22

Confounding variables

believe that x influences y, possible another variable influences y as well, can't tell which is causing y to happen combat by blinding, placebo, randomization

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23

Lurking (hidden) 3rd variable vs confounding variable

lurking (correlation) is hidden 3rd variable related to x and y, makes it look like x and y are related but they aren't, confounding (experiment) is causation found between x and y is muddle by other variable influencing y

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