Method Evaluation Flashcards
what is the gaussian distribution
bell-shaped, normal sample population, finite mean and variance
what types of data fit in a gaussian distribution
naturally occurring random variables
what is the advantage of using a gaussian distribution
ease of interpretability
how much data is inside +/- 1s
2/3
how much data is outside +/- 1s
1/3
how much data is outside +1s
1/6
how much data is outside - 1s
1/6
how much data is inside +/- 2s
95%
how much data is outside +2s
1/40
how much data is inside - 2s
1/40
how much data is inside +/- 3s
99%
how much data is outside +/- 3s
1/100
how many measurements must we average to improve our precision by a factor of 2
more measurements
one control is beyond +/- 2s from the mean. How frequently would this occur on the basis of chance alone
5:100
two consecutive controls are both beyond -2s from the mean. how frequently would this occur on the basis of chance alone
1:1600