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PANICr (version 0.0.0.2)

pc: Principle Component Analysis for PANIC (2004)

Description

This function performs the principle component analysis in order to determine the Common and Idiosyncratic Components of the factor model.

Usage

pc(y,nfac)

Arguments

y
A NxT matrix containing the data
nfac
An integer specifying the maximum number of factors allowed while estimating the factor model.

Value

  • ehat The Idiosyncratic component of the factor model

    fhat The approximate factors of the approximate factor model

    lambda The factor loadings of the factor model