Essays about: "Sarah Reichhuber"

Found 1 essay containing the words Sarah Reichhuber.

  1. 1. Variable Selection in High-Dimensional Data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sarah Reichhuber; Johan Hallberg; [2021]
    Keywords : variable selection; variable selection methods; linear regression; high-dimensional data; variable importance;

    Abstract : Estimating the variables of importance in inferentialmodelling is of significant interest in many fields of science,engineering, biology, medicine, finance and marketing. However,variable selection in high-dimensional data, where the number ofvariables is relatively large compared to the observed data points,is a major challenge and requires more research in order toenhance reliability and accuracy. READ MORE