fromo (version 0.2.1)

centsums-class: centsums Class.

Description

An S4 class to store (centered) sums of data, and to support operations on the same.

Usage

# S4 method for centsums
initialize(.Object, sums, order = NA_real_)
centsums(sums, order = NULL)

Arguments

.Object

a centsums object, or proto-object.

sums

a numeric vector.

order

the order, defaulting to length(sums)+1.

Value

An object of class centsums.

Slots

sums

a numeric vector of the sums.

order

the maximum order.

Details

A centsums object contains a vector value of the data count, the mean, and the \(k\)th centered sum, for \(k\) up to some maximum order.

References

Terriberry, T. "Computing Higher-Order Moments Online." http://people.xiph.org/~tterribe/notes/homs.html

J. Bennett, et. al., "Numerically Stable, Single-Pass, Parallel Statistics Algorithms," Proceedings of IEEE International Conference on Cluster Computing, 2009. https://www.semanticscholar.org/paper/Numerically-stable-single-pass-parallel-statistics-Bennett-Grout/a83ed72a5ba86622d5eb6395299b46d51c901265

Cook, J. D. "Accurately computing running variance." http://www.johndcook.com/standard_deviation.html

Cook, J. D. "Comparing three methods of computing standard deviation." http://www.johndcook.com/blog/2008/09/26/comparing-three-methods-of-computing-standard-deviation

Examples

# NOT RUN {
obj <- new("centsums",sums=c(1000,1.234,0.235),order=2)

# }