correlation techniques Flashcards
correlation is a measure of-
strength and direction of a linear relationship between 2 variables
pearson
interval or ratio
spearman
ordinal
linear regression is used to-
predict or estimate one variable hen the value of the other variable is known
coefficient of determination
R2 = measure of how well the regression model fits
survival analysis is a technique for -
measuring binomial outcomes which involve time to event
kaplan-meyer analysis
survival at time t = number of patients surviving longer than t/total patients
Cox analysis allows for the calculation of-
hazards ratios
harzards ratio
probability of an event occurring in the treatment group when compared to the control group
predicting one variable on the basis of another
simple linear regression
predicting one variable on the basis of multiple others
multiple linear regression
predicting survival
cox regression