Quantile regression averaging
ID: quantile-regression-averaging
Quantile Regression Averaging (QRA) is a statistical technique that extends traditional regression analysis by focusing on the quantiles of the conditional distribution of the response variable, rather than just the conditional mean. This approach allows researchers to understand how predictor variables impact different points (quantiles) of the outcome distribution. ### Key Concepts: 1. **Quantile Regression**: Traditional regression methods, like ordinary least squares (OLS), estimate the mean of the response variable given a set of predictors.
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