DJL: Distance Measure Based Judgment and Learning

Implements various decision support tools related to the new product development. Subroutines include correlation reliability test, Mahalanobis distance measure for outlier detection, combinatorial search (all possible subset regression), non-parametric efficiency analysis measures: DDF (directional distance function), DEA (data envelopment analysis), HDF (hyperbolic distance function), SBM (slack-based measure), and SF (shortage function), benchmarking, risk analysis, technology adoption model, new product target setting, etc.

Author
Dong-Joon Lim, PhD
Date of publication
2016-09-28 08:34:03
Maintainer
Dong-Joon Lim <tgno3.com@gmail.com>
License
GPL-2
Version
2.6

View on CRAN

Man pages

dataset.airplane.2017
Dataset of commercial airplanes from 1965 to 2017.
dataset.engine.2015
Dataset of auto engines from MY2005 to MY2015.
dataset.hev.2013
Dataset of hybrid electric vehicles from MY1997 to MY2013.
dm.ddf
Distance measure using DDF
dm.dea
Distance measure using DEA
dm.hdf
Distance measure using HDF
dm.mahalanobis
Distance measure using Mahalanobis distance for outlier...
dm.sbm
Distance measure using SBM
dm.sf
Distance measure using SF
ma.aps.reg
Combinatorial search (all possible subset) for regression...
map.corr
Correlation mapping for reliability test
map.soa.ddf
SOA mapping using DDF
map.soa.dea
SOA mapping using DEA
map.soa.hdf
SOA mapping using HDF
map.soa.sbm
SOA mapping using SBM
map.soa.sf
SOA mapping using SF
roc.dea
Rate of change (RoC) calculation using DEA
roc.hdf
Rate of change (RoC) calculation using HDF
roc.sf
Rate of change (RoC) calculation using SF
target.arrival.dea
Arrival target setting using DEA
target.arrival.hdf
Arrival target setting using HDF
target.arrival.sf
Arrival target setting using SF
target.spec.dea
Spec target setting using DEA

Files in this package

DJL
DJL/NAMESPACE
DJL/NEWS
DJL/data
DJL/data/dataset.engine.2015.rda
DJL/data/dataset.hev.2013.rda
DJL/data/dataset.airplane.2017.rda
DJL/R
DJL/R/target.arrival.sf.R
DJL/R/roc.hdf.R
DJL/R/map.soa.sbm.R
DJL/R/map.soa.dea.R
DJL/R/target.arrival.dea.R
DJL/R/map.soa.ddf.R
DJL/R/dm.dea.R
DJL/R/dm.sbm.R
DJL/R/map.soa.hdf.R
DJL/R/target.spec.dea.R
DJL/R/map.soa.sf.R
DJL/R/map.corr.R
DJL/R/DJL-internal.R
DJL/R/dm.hdf.R
DJL/R/dm.ddf.R
DJL/R/roc.dea.R
DJL/R/roc.sf.R
DJL/R/dm.sf.R
DJL/R/dm.mahalanobis.R
DJL/R/target.arrival.hdf.R
DJL/R/ma.aps.reg.R
DJL/MD5
DJL/DESCRIPTION
DJL/man
DJL/man/dm.sf.Rd
DJL/man/target.arrival.dea.Rd
DJL/man/dataset.engine.2015.Rd
DJL/man/target.arrival.hdf.Rd
DJL/man/dm.hdf.Rd
DJL/man/target.arrival.sf.Rd
DJL/man/roc.sf.Rd
DJL/man/roc.dea.Rd
DJL/man/dm.dea.Rd
DJL/man/dm.mahalanobis.Rd
DJL/man/map.corr.Rd
DJL/man/dataset.hev.2013.Rd
DJL/man/map.soa.dea.Rd
DJL/man/roc.hdf.Rd
DJL/man/dm.ddf.Rd
DJL/man/map.soa.sf.Rd
DJL/man/map.soa.sbm.Rd
DJL/man/dataset.airplane.2017.Rd
DJL/man/target.spec.dea.Rd
DJL/man/ma.aps.reg.Rd
DJL/man/dm.sbm.Rd
DJL/man/map.soa.ddf.Rd
DJL/man/map.soa.hdf.Rd