Course Topics This short course is intended to provide basic knowledge to graduate students outside the field of statistics to intimate them with the methods and approaches of the classical regression ...

Description: Application of regression analysis to economic and business data. Estimation and hypothesis testing of classical regression model. Heteroscedasticity, collinearity, errors in observation, ...

ABSTRACT Classical regression models are widely used in hydrological regional frequency analysis (RFA) in order to provide quantile estimates at ungauged sites given physio-meteorological information.

The classical approach to statistical analysis is usually based upon finding values for model parameters that maximize the likelihood function. Model choice in this context is often also based on the ...

The relative importance of imaging markers for the prediction of Alzheimer's disease dementia in mild cognitive impairment—beyond classical regression. Neuroimage Clin. 10.1016/j.nicl.2015.05.006 ...