TY - JOUR TT - An R Package for Multivariate Hypothesis Tests: MVTests AU - Bulut, Hasan PY - 2019 DA - October JF - Technological Applied Sciences JO - NWSA PB - E-Journal of New World Sciences Academy WT - DergiPark SN - 1308-7223 SP - 132 EP - 138 VL - 14 IS - 4 LA - en KW - MVTests KW - Box-M KW - MANOVA KW - Hotelling T Square KW - Multivariate Normality Test N2 - Inrecent years, the R program is widely used for statistical analysis. Becausethe R program is open source software, it may contain the R packages developedby users. This study aims to promote an R package entitled MVTests, whichconsists of multivariate hypothesis tests. By using this package, one performshypothesis tests, which are used widely and related to each other, such asOne-Way MANOVA, multivariate normality tests, Box-M test. In this study, thetheoretical background of these tests and their applications with MVTestspackage are given. Users test easily to their data with MVTests package.Therefore, it is believed that this study is a helpful tool for researchers andusers. CR - [1] Bulut, H., (2018). MVTests: Multivariate Hypothesis Tests. R package version 1.1. URL: https://cran.r-project.org/web/packages/MVTests/MVTests.pdf. CR - [2] Shapiro, S.S. and Wilk, M.B., (1965). An Analysis of Variance Test for Normality (complete samples). Biometrika, 52(3/4):591-611. CR - [3] Villasenor Alva, J.A. and Estrada, E.G., (2009). A Generalization of Shapiro–Wilk's Test for Multivariate Normality. Communications in Statistics—Theory and Methods, 38(11):1870-1883. CR - [4] Rencher, A.C., (2003). Methods of Multivariate Analysis (Vol. 492). John Wiley & Sons. CR - [5] Bulut, H., (2018). R Uygulamaları ile Çok Değişkenli İstatistiksel Yöntemler. Nobel Akademik Yayıncılık, Ankara, Türkiye. CR - [6] Tatlidil, H., (1996). Uygulamalı Çok Değişkenli İstatistiksel Yöntemler. Cem Web., Ankara, Türkiye. CR - [7] Nel, D.G. and Van der Merwe, C.A., (1986). A Solution to the Multivariate Behrens-Fisher Problem. Communications in Statistics-Theory and Methods, 15(12):3719-3735. CR - [8] https://cran.r-project.org/. CR - [9] James, G.S., (1954). Tests of Linear Hypotheses in Univariate and Multivariate Analysis When the Ratios of the Population Variances are Unknown. Biometrika, 41(1/2):19-43. CR - [10] Tsagris, M.T., (2014). Multivariate Statistical Functions in R. Athens, Nottingham and Abu Halifa (Kuwait). UR - https://dergipark.org.tr/tr/pub/nwsatecapsci/issue//599944 L1 - https://dergipark.org.tr/tr/download/article-file/840841 ER -