lip: Lip motion

In fda: Functional Data Analysis

Lip motion

Description

51 measurements of the position of the lower lip every 7 milliseconds for 20 repitions of the syllable 'bob'.

Usage

lip
lipmarks
liptime

Format

lip

a matrix of dimension c(51, 20) giving the position of the lower lip every 7 milliseconds for 350 milliseconds.

lipmarks

a matrix of dimension c(20, 2) giving the positions of the 'leftElbow' and 'rightElbow' in each of the 20 repetitions of the syllable 'bob'.

liptime

time in seconds from the start = seq(0, 0.35, 51) = every 7 milliseconds.

Details

These are rather simple data, involving the movement of the lower lip while saying "bob". There are 20 replications and 51 sampling points. The data are used to illustrate two techniques: landmark registration and principal differental analysis. Principal differential analysis estimates a linear differential equation that can be used to describe not only the observed curves, but also a certain number of their derivatives. For a rather more elaborate example of principal differential analysis, see the handwriting data.

See the lip demo.

References

Ramsay, James O., Hooker, Giles, and Graves, Spencer (2009), Functional data analysis with R and Matlab, Springer, New York.

Ramsay, James O., and Silverman, Bernard W. (2005), Functional Data Analysis, 2nd ed., Springer, New York.

Ramsay, James O., and Silverman, Bernard W. (2002), Applied Functional Data Analysis, Springer, New York.

Examples

#  See the lip demo.

fda documentation built on Sept. 30, 2024, 9:19 a.m.