diff options
Diffstat (limited to 'gnu/packages/cran.scm')
| -rw-r--r-- | gnu/packages/cran.scm | 60 |
1 files changed, 49 insertions, 11 deletions
diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm index aa5bdc958d..57603bf57a 100644 --- a/gnu/packages/cran.scm +++ b/gnu/packages/cran.scm @@ -424,6 +424,41 @@ the plog header-only C++ logging library, and a method to log to R's standard error stream.") (license license:expat))) +(define-public r-pls + (package + (name "r-pls") + (version "2.6-0") + (source + (origin + (method url-fetch) + (uri (cran-uri "pls" version)) + (sha256 + (base32 + "15j59p5x0rkdrk7iqzkipsy50rsyjl31w8zxc4w3v1j5gzxhi1rx")))) + (build-system r-build-system) + (home-page "http://mevik.net/work/software/pls.html") + (synopsis "Partial Least Squares and Principal Component Regression") + (description + "The pls package implements multivariate regression methods: Partial Least +Squares Regression (@dfn{PLSR}), Principal Component Regression (@dfn{PCR}), and +Canonical Powered Partial Least Squares (@dfn{CPPLS}). It supports: + +@itemize +@item several algorithms: the traditional orthogonal scores (@dfn{NIPALS}) PLS +algorithm, kernel PLS, wide kernel PLS, Simpls, and PCR through @code{svd} +@item multi-response models (or @dfn{PLS2}) +@item flexible cross-validation +@item Jackknife variance estimates of regression coefficients +@item extensive and flexible plots: scores, loadings, predictions, coefficients, +(R)MSEP, R², and correlation loadings +@item formula interface, modelled after @code{lm()}, with methods for predict, +print, summary, plot, update, etc. +@item extraction functions for coefficients, scores, and loadings +@item MSEP, RMSEP, and R² estimates +@item multiplicative scatter correction (@dfn{MSC}) +@end itemize\n") + (license license:gpl2))) + (define-public r-rcpp (package (name "r-rcpp") @@ -819,17 +854,19 @@ quantities.") (define-public r-progress (package (name "r-progress") - (version "1.1.2") + (version "1.2.0") (source (origin (method url-fetch) (uri (cran-uri "progress" version)) (sha256 (base32 - "1fxakchfjr5vj59s9sxynd7crpz97xj42438rmkhkf3rjpyspx59")))) + "1rhwm0bdw30z3rvl0bn56xprjl3zrdy7150w4gl4bkvn2d6h9fav")))) (build-system r-build-system) (propagated-inputs - `(("r-prettyunits" ,r-prettyunits) + `(("r-crayon" ,r-crayon) + ("r-hms" ,r-hms) + ("r-prettyunits" ,r-prettyunits) ("r-r6" ,r-r6))) (home-page "https://github.com/gaborcsardi/progress") (synopsis "Terminal progress bars") @@ -1714,14 +1751,14 @@ provides a one-row summary of model-level statistics.") (define-public r-recipes (package (name "r-recipes") - (version "0.1.2") + (version "0.1.3") (source (origin (method url-fetch) (uri (cran-uri "recipes" version)) (sha256 (base32 - "1car3a3mqn87pz049cbgkaayz86970mvkapk6al2k7jjw76306l9")))) + "1vqh3pxs4n1azhnd1lzg91vasya6g323kllhbrw177j7kdxqyimy")))) (build-system r-build-system) (propagated-inputs `(("r-broom" ,r-broom) @@ -1733,6 +1770,7 @@ provides a one-row summary of model-level statistics.") ("r-lubridate" ,r-lubridate) ("r-magrittr" ,r-magrittr) ("r-matrix" ,r-matrix) + ("r-pls" ,r-pls) ("r-purrr" ,r-purrr) ("r-rcpproll" ,r-rcpproll) ("r-rlang" ,r-rlang) @@ -1918,14 +1956,14 @@ analysis of multiply imputed data sets.") (define-public r-mice (package (name "r-mice") - (version "3.0.0") + (version "3.1.0") (source (origin (method url-fetch) (uri (cran-uri "mice" version)) (sha256 (base32 - "1p8a5ham90iaak4w17114pdnw535r2l9sxr402yrkc4gbwfbpdlq")))) + "0xpn215yfzib4hw09cwilnyg9zbvq460njavfvm84mvgwbm25byi")))) (build-system r-build-system) (propagated-inputs `(("r-broom" ,r-broom) @@ -2570,14 +2608,14 @@ iVAT).") (define-public r-xfun (package (name "r-xfun") - (version "0.1") + (version "0.2") (source (origin (method url-fetch) (uri (cran-uri "xfun" version)) (sha256 (base32 - "1sm51gmwgw876d6d1q8smxmfgfh6zsnykfx8qp8z6jmh0fvd89pj")))) + "0zl22fcw90kdvzkjyf6vbmdmn9rz3bl51522fasvmykypffyng4a")))) (build-system r-build-system) (home-page "https://github.com/yihui/xfun") (synopsis "Miscellaneous functions") @@ -3540,14 +3578,14 @@ extracting and replacing data in arrays.") (define-public r-prroc (package (name "r-prroc") - (version "1.3") + (version "1.3.1") (source (origin (method url-fetch) (uri (cran-uri "PRROC" version)) (sha256 (base32 - "03hvh92lq4i4w4mla9bvwrwb4626f4hvlxgdn57hamp70960vjyc")))) + "1m28h8pcd78049lz2qixhkcr9h5b3jik3maqzfbvq9y58z71i4a7")))) (properties `((upstream-name . "PRROC"))) (build-system r-build-system) (home-page "https://cran.r-project.org/web/packages/PRROC/") |