Learn R Programming

Umoments (version 1.0.1)

Unbiased Central Moment Estimates

Description

Calculates one-sample unbiased central moment estimates and two-sample pooled estimates up to 6th order, including estimates of powers and products of central moments. Provides the machinery for obtaining unbiased central moment estimators beyond 6th order by generating expressions for expectations of raw sample moments and their powers and products. Gerlovina and Hubbard (2019) .

Copy Link

Version

Install

install.packages('Umoments')

Monthly Downloads

124

Version

1.0.1

License

GPL (>= 2)

Maintainer

Inna Gerlovina

Last Published

October 2nd, 2024

Functions in Umoments (1.0.1)

uM5

Unbiased central moment estimates
uM3

Unbiased central moment estimates
uMpool

Pooled central moment estimates - two-sample
uM5pool

Pooled central moment estimates - two-sample
uM3pool

Pooled central moment estimates - two-sample
uM6

Unbiased central moment estimates
uM6pool

Pooled central moment estimates - two-sample
uM2pow2

Unbiased central moment estimates
uM2M4

Unbiased central moment estimates
uM2M4pool

Pooled central moment estimates - two-sample
uM2

Unbiased central moment estimates
uM2M3

Unbiased central moment estimates
uM2pow2pool

Pooled central moment estimates - two-sample
uM

Unbiased central moment estimates
uM2M3pool

Pooled central moment estimates - two-sample
one_combination

Generate symbolic expression for expectation
uM2pool

Pooled central moment estimates - two-sample
uM4pool

Pooled central moment estimates - two-sample
uM2pow3pool

Pooled central moment estimates - two-sample
uM2pow3

Unbiased central moment estimates
uM4

Unbiased central moment estimates
uM3pow2

Unbiased central moment estimates
uM3pow2pool

Pooled central moment estimates - two-sample