Varimax Rotation: Varimax Rotation, Statistics, Coordinate System, Principal Component Analysis, Factor Analysis, Variance, Linear Combination, Empirical Orthogonal Functions - Couverture souple

 
9786130334901: Varimax Rotation: Varimax Rotation, Statistics, Coordinate System, Principal Component Analysis, Factor Analysis, Variance, Linear Combination, Empirical Orthogonal Functions

Synopsis

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. In statistics, a varimax rotation is a change of coordinates used in principal component analysis and factor analysis that maximizes the sum of the variances of the squared loadings. That is, it seeks a basis that most economically represents each individual so that each individual can be well described by a linear combination of only a few basis functions. Suggested by Henry Felix Kaiser in 1958, it is a popular scheme for orthogonal rotation which cleans up the factors as follows: for each factor, high loadings will result for a few variables the rest will be near zero."

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