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An R Package for Multivariate Hypothesis Tests: MVTests

Year 2019, Volume: 14 Issue: 4, 132 - 138, 26.10.2019

Abstract

In
recent years, the R program is widely used for statistical analysis. Because
the R program is open source software, it may contain the R packages developed
by users. This study aims to promote an R package entitled MVTests, which
consists of multivariate hypothesis tests. By using this package, one performs
hypothesis tests, which are used widely and related to each other, such as
One-Way MANOVA, multivariate normality tests, Box-M test. In this study, the
theoretical background of these tests and their applications with MVTests
package are given. Users test easily to their data with MVTests package.
Therefore, it is believed that this study is a helpful tool for researchers and
users.

References

  • [1] Bulut, H., (2018). MVTests: Multivariate Hypothesis Tests. R package version 1.1. URL: https://cran.r-project.org/web/packages/MVTests/MVTests.pdf.
  • [2] Shapiro, S.S. and Wilk, M.B., (1965). An Analysis of Variance Test for Normality (complete samples). Biometrika, 52(3/4):591-611.
  • [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.
  • [4] Rencher, A.C., (2003). Methods of Multivariate Analysis (Vol. 492). John Wiley & Sons.
  • [5] Bulut, H., (2018). R Uygulamaları ile Çok Değişkenli İstatistiksel Yöntemler. Nobel Akademik Yayıncılık, Ankara, Türkiye.
  • [6] Tatlidil, H., (1996). Uygulamalı Çok Değişkenli İstatistiksel Yöntemler. Cem Web., Ankara, Türkiye.
  • [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.
  • [8] https://cran.r-project.org/.
  • [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.
  • [10] Tsagris, M.T., (2014). Multivariate Statistical Functions in R. Athens, Nottingham and Abu Halifa (Kuwait).
Year 2019, Volume: 14 Issue: 4, 132 - 138, 26.10.2019

Abstract

References

  • [1] Bulut, H., (2018). MVTests: Multivariate Hypothesis Tests. R package version 1.1. URL: https://cran.r-project.org/web/packages/MVTests/MVTests.pdf.
  • [2] Shapiro, S.S. and Wilk, M.B., (1965). An Analysis of Variance Test for Normality (complete samples). Biometrika, 52(3/4):591-611.
  • [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.
  • [4] Rencher, A.C., (2003). Methods of Multivariate Analysis (Vol. 492). John Wiley & Sons.
  • [5] Bulut, H., (2018). R Uygulamaları ile Çok Değişkenli İstatistiksel Yöntemler. Nobel Akademik Yayıncılık, Ankara, Türkiye.
  • [6] Tatlidil, H., (1996). Uygulamalı Çok Değişkenli İstatistiksel Yöntemler. Cem Web., Ankara, Türkiye.
  • [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.
  • [8] https://cran.r-project.org/.
  • [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.
  • [10] Tsagris, M.T., (2014). Multivariate Statistical Functions in R. Athens, Nottingham and Abu Halifa (Kuwait).
There are 10 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

Hasan Bulut 0000-0002-6924-9651

Publication Date October 26, 2019
Published in Issue Year 2019 Volume: 14 Issue: 4

Cite

APA Bulut, H. (2019). An R Package for Multivariate Hypothesis Tests: MVTests. Technological Applied Sciences, 14(4), 132-138.
AMA Bulut H. An R Package for Multivariate Hypothesis Tests: MVTests. NWSA. October 2019;14(4):132-138.
Chicago Bulut, Hasan. “An R Package for Multivariate Hypothesis Tests: MVTests”. Technological Applied Sciences 14, no. 4 (October 2019): 132-38.
EndNote Bulut H (October 1, 2019) An R Package for Multivariate Hypothesis Tests: MVTests. Technological Applied Sciences 14 4 132–138.
IEEE H. Bulut, “An R Package for Multivariate Hypothesis Tests: MVTests”, NWSA, vol. 14, no. 4, pp. 132–138, 2019.
ISNAD Bulut, Hasan. “An R Package for Multivariate Hypothesis Tests: MVTests”. Technological Applied Sciences 14/4 (October 2019), 132-138.
JAMA Bulut H. An R Package for Multivariate Hypothesis Tests: MVTests. NWSA. 2019;14:132–138.
MLA Bulut, Hasan. “An R Package for Multivariate Hypothesis Tests: MVTests”. Technological Applied Sciences, vol. 14, no. 4, 2019, pp. 132-8.
Vancouver Bulut H. An R Package for Multivariate Hypothesis Tests: MVTests. NWSA. 2019;14(4):132-8.