Stats & Probability Flashcards
Independent/dependent probability
Multiply
Combination
Order does not matter
nCr= n!/r!(n-r)!
Permutation
Order matters
nPr= n!/(n-r)!
Mutually exclusive probability
Add probabilities
Variance
Find the mean
Subtract mean from each data pt and square
Find mean of squared differences
Standard deviation
Take square root of variance
Variance:Find mean, subtract mean from each data pt and square, find mean of squared differences
Correlation coefficient
-1 maximum negative relationship
0 no relationship
1 maximum positive correlation
Stratified random sample
Population divided into similar groups then simple random sample chosen from each group
… Class divided into boys and girls and two students chosen from each group
Systematic random sample
Member chosen at regular intervals
… Every third student
Cluster Sampling
Population divided into clusters then a number of clusters are selected as sample
… Randomly select hospitals (first stage) then interview OR nurses at 1 or 2 hospitals
Probability at least one event will occur
1-P(neither event occurs)
Standard deviation rules
Normal 1 standard deviation 68%
2 standard deviations 95%
3 standard deviations 99%
5% does not fall within 2 standard deviations
z score
of standard deviations from mean
x-mean)/(standard deviation
Binomial probability
nCr * p^r * q^n-r
n=#trials
r=specific events you want
p=probability event will occur
q=probability event will not occur