https://github.com/cran/nFactors
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Tip revision: 592b098fc786911733da1c1953e58c9d1c2e9517 authored by Gilles Raiche on 10 April 2010, 00:00:00 UTC
version 2.3.3
Tip revision: 592b098
plotnScree.R
"plotnScree" <-
function (nScree,
          legend = TRUE,
          ylab   = "Eigenvalues",
          xlab   = "Components",
          main   = "Non Graphical Solutions to Scree Test")
          {
   if (!inherits(nScree, "nScree"))  stop("Method is only for nScree objects")
   #if (!exists("legend", mode="logical") ) legend <- TRUE                                   # To develop
   #if (!exists("ylab"))                    ylab <- "Eigenvalues"                            # To develop
   #if (!exists("xlab"))                    xlab <- "Components"                             # To develop
   #if (!exists("main"))                    main <- "Non Graphical Solutions to Scree Test"  # To develop
   if (nScree$Model == "components") nkaiser = "Eigenvalues (>mean  = " else nkaiser = "Eigenvalues (>0 = "
   if (nScree$Model == "factors")  xlab   = "Factors"
   par(col   = 1, pch = 1)     # Color and symbol for usual scree
   par(mfrow = c(1,1))
   eig        <- nScree$Analysis$Eigenvalues
   k          <- 1:length(eig)
   #plotuScree(x=eig, ...)                                                                   # To develop
   plotuScree(x=eig, main=main, xlab=xlab, ylab=ylab)
   nk         <- length(eig)  
   noc        <- nScree$Components$noc 
   vp.p       <- lm(eig[c(noc+1,nk)] ~ k[c(noc+1,nk)])
   x          <- sum(c(1,1) * coef(vp.p))
   y          <- sum(c(1,nk)* coef(vp.p))
   par(col = 10)            # Color for optimal coordinates
   lines(k[c(1,nk)],c(x,y))
   par(col = 11,pch=2)            # Color and symbol for parallel analysis
   lines(1:nk, nScree$Analysis$Par.Analysis, type = "b")
   if (legend == TRUE) {
     leg.txt  <- c(paste(nkaiser,nScree$Components$nkaiser,")"),
                 c(paste("Parallel Analysis (n = ",nScree$Components$nparallel,")")),
                 c(paste("Optimal Coordinates (n = ",nScree$Components$noc,")")),        
                 c(paste("Acceleration Factor (n = ",nScree$Components$naf,")")) )
     legend("topright",
            legend   = leg.txt, 
            pch      = c(1,2,NA,NA), 
            text.col = c(1,3,2,4), col = c(1,3,2,4)
            )        
     }
   naf        <-   nScree$Components$naf
   text(x = noc ,    y = eig[noc],     label = " (OC)", cex = .70, adj = c(0,0), col = 2)       
   text(x = naf + 1, y = eig[naf + 1], label = " (AF)", cex = .70, adj = c(0,0), col = 4)    
   }

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