idefix v0.4.0
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Efficient Designs for Discrete Choice Experiments
Generates efficient designs for discrete choice experiments based on the multinomial logit model, and individually adapted designs for the mixed multinomial logit model. The generated designs can be presented on screen and choice data can be gathered using a shiny application. Crabbe M, Akinc D and Vandebroek M (2014) <doi:10.1016/j.trb.2013.11.008>.
Functions in idefix
| Name | Description | |
| DBerr | DB error | |
| Decode | Coded design to readable design. | |
| LoadData | Load numeric choice data from directory | |
| SeqCEA | Sequential Coordinate Exchange algorithm for MNL model. | |
| RespondMNL | Response generation | |
| Datatrans | Data transformation. | |
| ImpsampMNL | Importance sampling MNL | |
| CEA | Coordinate Exchange algorithm for MNL models. | |
| Profiles | Profiles generation. | |
| Modfed | Modified Federov algorithm for MNL models. | |
| SurveyApp | Shiny application to generate a discrete choice survey. | |
| SeqMOD | Sequential modified federov algorithm for MNL model. | |
| SeqKL | Sequential Kullback-Leibler based algorithm for the MNL model. | |
| idefix-package | idefix: efficient designs for discrete choice experiments. | |
| nochoice_design | Discrete choice design with no choice option. | |
| example_design2 | Discrete choice design. | |
| example_design | Discrete choice design. | |
| aggregate_design | Discrete choice aggregate design. | |
| No Results! | ||
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Details
| Type | Package |
| License | GPL-3 |
| LazyData | TRUE |
| ByteCompile | TRUE |
| RoxygenNote | 6.1.1 |
| Encoding | UTF-8 |
| LinkingTo | Rcpp, RcppArmadillo |
| RdMacros | Rdpack |
| URL | https://github.com/traets/idefix |
| NeedsCompilation | yes |
| Packaged | 2019-08-01 15:35:05 UTC; u0105757 |
| Repository | CRAN |
| Date/Publication | 2019-08-01 16:40:12 UTC |
| imports | dplyr , MASS , mlogit , parallel , Rcpp (>= 0.12.18) , Rdpack , scales , stats , tmvtnorm , utils |
| depends | R (>= 3.1.1) , shiny |
| linkingto | RcppArmadillo |
| suggests | testthat |
| Contributors | Daniel Gil |
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