summary.dlc {logcondens} | R Documentation |
Summarizing log-concave density estimation
Description
summary
method for class "dlc"
.
Usage
## S3 method for class 'dlc'
summary(object, ...)
Arguments
object |
An object of class |
... |
Further arguments. |
Details
See activeSetLogCon
and evaluateLogConDens
for details on the computations.
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
).
Warning
Note that the numbering of knots in the output relies on the vector of unique observations.
Author(s)
Kaspar Rufibach, kaspar.rufibach@gmail.com,
http://www.kasparrufibach.ch
Lutz Duembgen, duembgen@stat.unibe.ch,
https://www.imsv.unibe.ch/about_us/staff/prof_dr_duembgen_lutz/index_eng.html
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. doi:10.18637/jss.v039.i06
Examples
## See help file of function "logConDens".