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11 Cards in this Set
- Front
- Back
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Exponential Model
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(x, log y)
y hat=10^a 10^xb |
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Power Model
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(log x, log y)
y hat =10^a x^b |
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3 Principles of Experiments
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Randomization
Control Replication |
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3 Main Types of Experiment Designs
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1. Completely Controlled Randomized Comparative Experiment
2. Blocked Design 3. Matched Pairs Design |
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Probability Rules
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P(A) must be between 0 and 1
P(SampleSpace) = 1 P(Not A) = 1 - P(A) P(A or B) = P(A) + P(B) - P(both) P(A then B) = P(A) P(B|A) A and B are independent iff P(B) = P(B|A) |
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The Variance
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Var(X)= St. Dev^2 is the amount of variability
from μ that we expect to see in X. |
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The Standard Deviation
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Sx= Sqrt of Var.
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Binomial Setting
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Two Outcomes - success/failure
Fixed number of trials - n Independent trials Equal P(success) for each trial |
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P=k
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pdf
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P less/greater than k
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cdf
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Geometric Setting
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Two Outcomes - success/failure
No Fixed number of trials Independent trials Equal P(success) for each trial |
