Quantile Regression

  title={Quantile Regression},
  author={Lingxin Hao and Daniel Q. Naiman},
The purpose of regression analysis is to expose the relationship between a response variable and predictor variables. In real applications, the response variable cannot be predicted exactly from the predictor variables. Instead, the response for a fixed value of each predictor variable is a random variable. For this reason, we often summarize the behavior of the response for fixed values of the predictors using measures of central tendency. Typical measures of central tendency are the average… CONTINUE READING