correlation techniques Flashcards

1
Q

correlation is a measure of-

A

strength and direction of a linear relationship between 2 variables

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2
Q

pearson

A

interval or ratio

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3
Q

spearman

A

ordinal

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4
Q

linear regression is used to-

A

predict or estimate one variable hen the value of the other variable is known

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5
Q

coefficient of determination

A

R2 = measure of how well the regression model fits

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6
Q

survival analysis is a technique for -

A

measuring binomial outcomes which involve time to event

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7
Q

kaplan-meyer analysis

A

survival at time t = number of patients surviving longer than t/total patients

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8
Q

Cox analysis allows for the calculation of-

A

hazards ratios

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9
Q

harzards ratio

A

probability of an event occurring in the treatment group when compared to the control group

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10
Q

predicting one variable on the basis of another

A

simple linear regression

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11
Q

predicting one variable on the basis of multiple others

A

multiple linear regression

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12
Q

predicting survival

A

cox regression

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