• Estimation of noise variance with dimension-reducing regression methods 

      Skodvin, Siri Nærland (Master thesis, 2018)
      The focus of this thesis has been on investigating the performance of some estimators of the noise variance using the dimension-reducing methods PCR, PLSR and a recently developed Bayesian method, Bayes PLS, through a ...
    • Exploration of multi-response multivariate methods 

      Rimal, Raju (PhD Thesis;2019:76, Doctoral thesis, 2019)
      A linear regression model defines a linear relationship between two or more random variables. The random variables that depend on other random variables are often called response variables and the independent random variables ...