logcondens (version 2.1.8)

summary.dlc: Summarizing log-concave density estimation

Description

summary method for class "dlc".

Usage

# S3 method for dlc
summary(object, ...)

Value

The function summary.dlc returns a list of summary statistics of the estimated log-concave density as well as of its smoothed version (depending on the value of smoothed when calling logConDens).

Arguments

object

An object of class "dlc", usually a result of a call to logConDens.

...

Further arguments.

Warning

Note that the numbering of knots in the output relies on the vector of unique observations.

Author

Kaspar Rufibach, ,
http://www.kasparrufibach.ch

Lutz Duembgen, ,
https://www.imsv.unibe.ch/about_us/staff/prof_dr_duembgen_lutz/index_eng.html

Details

See activeSetLogCon and evaluateLogConDens for details on the computations.

References

Duembgen, L, Huesler, A. and Rufibach, K. (2010). Active set and EM algorithms for log-concave densities based on complete and censored data. Technical report 61, IMSV, Univ. of Bern, available at https://arxiv.org/abs/0707.4643.

Duembgen, L. and Rufibach, K. (2009). Maximum likelihood estimation of a log--concave density and its distribution function: basic properties and uniform consistency. Bernoulli, 15(1), 40--68.

Duembgen, L. and Rufibach, K. (2011) logcondens: Computations Related to Univariate Log-Concave Density Estimation. Journal of Statistical Software, 39(6), 1--28. tools:::Rd_expr_doi("https://doi.org/10.18637/jss.v039.i06")

Examples

## See help file of function "logConDens".