Год выпуска: 2012 Автор: Bezarede Mekonnen Amare Издательство: LAP Lambert Academic Publishing Страниц: 92 ISBN: 9783848480050
Описание
Logistic regression is a statistical technique for predicting the probability of an event, given a set of predictor variables. The procedure is more sophisticated than the linear regression procedure. The binary logistic regression procedure empowers one to select the predictive model for dichotomous dependent variables. It describes the relationship between a dichotomous response variable and a set of explanatory variables. The logistic model, as a non-linear regression model, is a special case of generalized linear model where the assumptions of normality and constant variance of residuals are not satisfied. Binary response models are of major importance in the social sciences as well as in demography since many social phenomena are discrete or qualitative rather than quantitative in nature.
