Description: A collection of multivariate nonparametric methods, selected in part to support an MS level course in nonparametric statistical methods. Methods include adjustments for multiple comparisons, implementation of multivariate Mann-Whitney-Wilcoxon testing, inversion of these tests to produce a confidence region, some permutation tests for linear models, and some algorithms for calculating exact probabilities associated with one- and two- stage testing involving Mann-Whitney-Wilcoxon statistics.  Supported by grant NSF DMS 1712839.  See Kolassa and Seifu (2013) <doi:10.1016/j.acra.2013.03.006>.

Title: Model Multivariate Ordinal Responses Including Response Styles
Description: In the case of multivariate ordinal responses, parameter estimates can be severely biased if personal response styles are ignored. This packages provides methods to account for personal response styles and to explain the effects of covariates on the response style, as proposed by Schauberger and Tutz 2021 <doi:10.1177/1471082X20978034>. The method is implemented both for the multivariate cumulative model and the multivariate adjacent categories model.

Title: Permutation Tests for Multivariate Survival Analysis
Description: Multivariate version of the two-sample Gehan and logrank tests, as described in L.J Wei & J.M Lachin (1984) and Persson et al. (2019).

Title: Multi-Trait Genome-Wide Association Analysis
Description: Multivariate genome-wide association analyses. The analysis can be
performed on individual-level data or multiple single-trait genome-wide summary
Depends: R (>= 2.10), svMisc, data.table

Title: Multicountry Term Structure of Interest Rates Models
Description: Estimation routines for several classes of affine term structure of interest rates models. All the models are based on the single-country unspanned macroeconomic risk framework from Joslin, Priebisch, and Singleton (2014) <doi:10.1111/jofi.12131>. Multicountry extensions such as the ones of Jotikasthira, Le, and Lundblad (2015) <doi:10.1016/j.jfineco.2014.09.004> and Candelon and Moura (2021) <http://hdl.handle.net/2078.1/249985> are also available.
Imports: zoo, pracma, wrapr, hablar, ggplot2
Suggests: readxl, readr, magic, Jmisc, functional, cowplot, powerplus,
reshape2, sjmisc, stringr, knitr, rmarkdown, bookdown,