{ "_id": "6a1884d7acfb0bcc41dc32c5", "Package": "klue", "Type": "Package", "Title": "Hybrid Machine Learning and Random-Utility Workflow for Latent\nClass Multinomial Logit Model Specification", "Version": "0.6.3", "Authors@R": "person(\"Oliver\", \"Frings\",\nemail = \"oliver.frings@agroparistech.fr\",\nrole = c(\"aut\", \"cre\"))", "Author": "Oliver Frings [aut, cre]", "Maintainer": "Oliver Frings ", "Description": "Implements the three-step workflow from Frings (2026,\nworking paper) for specifying latent class multinomial logit\n(LCMNL) models. The maximum-likelihood multi-start is\ninitialised from six clusterings of respondents'\nrevealed-preference signatures (k-means, Gaussian mixture,\nhierarchical clustering with Ward, complete, and average\nlinkage, and partitioning around medoids); LCMNL is estimated\nacross a user-specified range of class counts; and a mixed\nmultinomial logit (MMNL) benchmark is reported alongside BIC,\nAIC, ICL, and a classification-entropy diagnostic. Accepts\nlong- or wide-format discrete-choice data with optional\navailability columns. Validated against five public reference\ndatasets (Vittel, Apollo mode and route choice, Electricity,\nSwissmetro). Wraps the 'apollo' package for maximum-likelihood\nestimation.", "License": "MIT + file LICENSE", "URL": "https://github.com/o-frings/klue", "BugReports": "https://github.com/o-frings/klue/issues", "Encoding": "UTF-8", "RoxygenNote": "7.3.0", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://o-frings.r-universe.dev", "Date/Publication": "2026-05-28 17:33:25 UTC", "RemoteUrl": "https://github.com/o-frings/klue", "RemoteRef": "main", "RemoteSha": "6ec0a5dc345dfb6786ab0e1ee8a986b5ac652571", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-28 18:05:47 UTC", "User": "root" }, "MD5sum": "9e61c2c896660595c46f8b9c4f20a5aa", "_user": "o-frings", "_type": "src", "_file": "klue_0.6.3.tar.gz", "_fileid": "a4287524bfec408bdddc770afaf2356183c7586cadd0251222c1043fd344b29e", "_filesize": 221260, "_sha256": "a4287524bfec408bdddc770afaf2356183c7586cadd0251222c1043fd344b29e", "_created": "2026-05-28T18:05:47.000Z", "_published": "2026-05-28T18:09:27.685Z", "_distro": "noble", "_jobs": [ 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