scale

0th

Percentile

scale

Scales a 'timeSeries' object.

Keywords
chron
Details

scale is a function to center and/or scale the columns of a 'timeSeries' object. The value of center determines how column centering is performed. If center is a numeric vector with length equal to the number of columns of x, then each column of x has the corresponding value from center subtracted from it. If center is TRUE then centering is done by subtracting the column means (omitting NAs) of x from their corresponding columns, and if center is FALSE, no centering is done.

The value of scale determines how column scaling is performed (after centering). If scale is a numeric vector with length equal to the number of columns of x, then each column of x is divided by the corresponding value from scale. If scale is TRUE then scaling is done by dividing the (centered) columns of x by their standard deviations if center is TRUE, and the root mean square otherwise. If scale is FALSE, no scaling is done.

Value

Returns a centered and/or scaled 'timeSeries' object.

Aliases
Examples
library(timeSeries) ## Load Series: x <- 100* LPP2005REC[, c("SBI", "SPI")] ## Scale and Center - X <- scale(x) hist(X[, 1], prob=TRUE) s <- seq(-3, 3, length=201) lines(s, dnorm(s), col="red")
Documentation reproduced from package timeSeries, version 3022.101.2, License: GPL (>= 2)

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