Method Evaluation Flashcards

1
Q

what is the gaussian distribution

A

bell-shaped, normal sample population, finite mean and variance

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2
Q

what types of data fit in a gaussian distribution

A

naturally occurring random variables

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3
Q

what is the advantage of using a gaussian distribution

A

ease of interpretability

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4
Q

how much data is inside +/- 1s

A

2/3

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5
Q

how much data is outside +/- 1s

A

1/3

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6
Q

how much data is outside +1s

A

1/6

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7
Q

how much data is outside - 1s

A

1/6

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8
Q

how much data is inside +/- 2s

A

95%

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9
Q

how much data is outside +2s

A

1/40

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10
Q

how much data is inside - 2s

A

1/40

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11
Q

how much data is inside +/- 3s

A

99%

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12
Q

how much data is outside +/- 3s

A

1/100

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13
Q

how many measurements must we average to improve our precision by a factor of 2

A

more measurements

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14
Q

one control is beyond +/- 2s from the mean. How frequently would this occur on the basis of chance alone

A

5:100

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15
Q

two consecutive controls are both beyond -2s from the mean. how frequently would this occur on the basis of chance alone

A

1:1600

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