Applied Multivariate Statistical Analysis

  title={Applied Multivariate Statistical Analysis},
  author={W. H{\"a}rdle and L. Simar},
  • W. Härdle, L. Simar
  • Published 2003
  • Mathematics
  • I Descriptive Techniques: Comparison of Batches.- II Multivariate Random Variables: A Short Excursion into Matrix Algebra.- Moving to Higher Dimensions.- Multivariate Distributions.- Theory of the Multinormal.- Theory of Estimation.- Hypothesis Testing.- III Multivariate Techniques: Regression Models.- Variable Selection.- Decomposition of Data Matrices by Factors.- Principal Components Analysis.- Factor Analysis.- Cluster Analysis.- Discriminant Analysis.- Correspondence Analysis.- Canonical… CONTINUE READING
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