Evaluation of principal component selection methods to form a global prediction model by principal component regression

This publication has 30 references indexed in Scilit:

• Selecting principal components in regression
  Statistics & Probability Letters, 1985
• Materials Characterization Using Factor Analysis of FT-IR Spectra. Part 2: Mathematical and Statistical Considerations
  Applied Spectroscopy, 1985
• The Use of Principal Components in the Analysis of Near-Infrared Spectra
  Applied Spectroscopy, 1985
• Materials Characterization Using Factor Analysis of FT-IR Spectra. Part 1: Results
  Applied Spectroscopy, 1985
• A Note on the Use of Principal Components in Regression
  Journal of the Royal Statistical Society Series C: Applied Statistics, 1982
• Component selection norms for principal components regression
  Communications in Statistics - Theory and Methods, 1977
• The optimal set of principal component restrictions on a least-squares regression
  Communications in Statistics, 1973
• Two Case Studies in the Application of Principal Component Analysis
  Journal of the Royal Statistical Society Series C: Applied Statistics, 1967
• Principal Components Regression in Exploratory Statistical Research
  Journal of the American Statistical Association, 1965
• THE RELATIONS OF THE NEWER MULTIVARIATE STATISTICAL METHODS TO FACTOR ANALYSIS
  British Journal of Statistical Psychology, 1957