Multivariate Multiple Regression Analysis
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Multivariate Multiple Regression Analysis
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A single multivariate regression analysis includes multiple X s that might influence Y and multiple regression aims to separate or single out the effect of each X on Y Thus the b slope or coefficient for a particular X in a multiple regression is interpreted as the effect of X on Y expressed as how many units The type of the regression model depends on the type of the distribution of Y if it is continuous and approximately normal we use linear regression model if dichotomous we use logistic regression if Poisson or multinomial we use log linear analysis if time to event data in the presence of censored cases survival type we use Cox regression
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