메뉴 건너뛰기




Volumn 43, Issue 5, 2011, Pages 1-28

Multivariate L1 methods: The package MNM

Author keywords

Least absolute deviation; Mean deviation; Mean difference; Multivariate linear regression; R; Shape matrix; Spatial rank; Spatial sign; Spatial signed rank; Transformationretransformation method

Indexed keywords


EID: 80051509836     PISSN: None     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v043.i05     Document Type: Article
Times cited : (42)

References (44)
  • 1
    • 0032387336 scopus 로고    scopus 로고
    • Asymptotic Theory for M-Estimators over a Convex Kernel
    • Arcones MA (1998). Asymptotic Theory for M-Estimators over a Convex Kernel. Econo-metric Theory, 14, 387-422.
    • (1998) Econometric Theory , vol.14 , pp. 387-422
    • Arcones, M.A.1
  • 2
    • 0000815564 scopus 로고
    • Asymptotic Theory of Least Distances Estimate in Multivariate Linear Models
    • Bai ZD, Chen R, Miao BQ, Rao CR (1990). Asymptotic Theory of Least Distances Estimate in Multivariate Linear Models. Statistics, 4, 503-519.
    • (1990) Statistics , vol.4 , pp. 503-519
    • Bai, Z.D.1    Chen, R.2    Miao, B.Q.3    Rao, C.R.4
  • 3
    • 79955808714 scopus 로고    scopus 로고
    • Comparison of two populations of curves with an application in neuronal data analysis
    • Behseta S, Chenouri S (2011). Comparison of Two Populations of Curves with an Application in Neuronal Data Analysis. Statistics in Medicine, 30, 1441-1454.
    • (2011) Statistics in Medicine , vol.30 , pp. 1441-1454
    • Behseta, S.1    Chenouri, S.2
  • 5
    • 0000486478 scopus 로고
    • Multivariate location estimation using extension of R-estimates through u-statistics type approach
    • Chaudhuri P (1992). Multivariate Location Estimation Using Extension of R-Estimates through U-Statistics Type Approach. The Annals of Statistics, 20, 897-916.
    • (1992) The Annals of Statistics , vol.20 , pp. 897-916
    • Chaudhuri, P.1
  • 6
    • 0031312391 scopus 로고    scopus 로고
    • An approach to multivariate rank tests in multivariate analysis of variance
    • Choi K, Marden J (1997). An Approach to Multivariate Rank Tests in Multivariate Analysis of Variance. Journal of the American Statistical Society, 92, 1581-1590.
    • (1997) Journal of the American Statistical Society , vol.92 , pp. 1581-1590
    • Choi, K.1    Marden, J.2
  • 7
    • 0242420673 scopus 로고    scopus 로고
    • Sign and rank covariance matrices: Statistical properties and application to principal component analysis
    • Y Dodge (ed.), Birkhäuser, Basel
    • Croux C, Ollila E, Oja H (2002). Sign and Rank Covariance Matrices: Statistical Properties and Application to Principal Component Analysis. In Y Dodge (ed.), Statistical Data Analysis Based on the L1-Norm and Related Methods, pp. 257-270. Birkhäuser, Basel.
    • (2002) Statistical Data Analysis Based On the L1-Norm and Related Methods , pp. 257-270
    • Croux, C.1    Ollila, E.2    Oja, H.3
  • 13
    • 24944574513 scopus 로고    scopus 로고
    • A practical affine equivariant multivariate median
    • Hettmansperger TP, Randles RH (2002). A Practical Affine Equivariant Multivariate Median. Biometrica, 89, 851-860.
    • (2002) Biometrica , vol.89 , pp. 851-860
    • Hettmansperger, T.P.1    Randles, R.H.2
  • 16
    • 56549116918 scopus 로고    scopus 로고
    • Implementing a class of permutation tests: The coin package
    • Hothorn T, Hornik K, van de Wiel MA, Zeileis A (2008). Implementing a Class of Permutation Tests: The coin Package. Journal of Statistical Software, 28(8), 1-23. URL http://www.jstatsoft.org/v28/i08/.
    • (2008) Journal of Statistical Software , vol.28 , Issue.8 , pp. 1-23
    • Hothorn, T.1    Hornik, K.2    van de, W.M.A.3    Zeileis, A.4
  • 18
  • 20
    • 0009170239 scopus 로고    scopus 로고
    • Multivariate rank tests
    • S Ghosh (ed.), M. Dekker, New York
    • Marden J (1999). Multivariate Rank Tests. In S Ghosh (ed.), Design of Experiments, and Survey Sampling, pp. 401-432. M. Dekker, New York.
    • (1999) Design of Experiments, and Survey Sampling , pp. 401-432
    • Marden, J.1
  • 21
    • 0038029747 scopus 로고    scopus 로고
    • Multivariate Nonparametric Tests in Randomized Complete Block Design
    • Möttönen J, Hüsler J, Oja H (2003). Multivariate Nonparametric Tests in Randomized Complete Block Design. Journal of Multivariate Analysis, 85, 106-129.
    • (2003) Journal of Multivariate Analysis , vol.85 , pp. 106-129
    • Möttönen, J.1    Hüsler, J.2    Oja, H.3
  • 23
    • 0031490487 scopus 로고    scopus 로고
    • On the efficiency of multivariate spatial sign and rank tests
    • Möttönen J, Oja H, Tienari J (1997). On the Efficiency of Multivariate Spatial Sign and Rank Tests. The Annals of Statistics, 25, 542-552.
    • (1997) The Annals of Statistics , vol.25 , pp. 542-552
    • Möttönen, J.1    Oja, H.2    Tienari, J.3
  • 25
    • 56249093136 scopus 로고    scopus 로고
    • Tools for exploring multivariate data: The package ICS
    • Nordhausen K, Oja H, Tyler DE (2008). Tools for Exploring Multivariate Data: The Package ICS. Journal of Statistical Software, 28(6), 1-31. URL http://www.jstatsoft.org/v28/i06/.
    • (2008) Journal of Statistical Software , vol.28 , Issue.6 , pp. 1-31
    • Nordhausen, K.1    Oja, H.2    Tyler, D.E.3
  • 27
    • 0033196316 scopus 로고    scopus 로고
    • A fine invariant multivariate sign and rank tests and corresponding estimates: A review
    • Oja H (1999). A fine Invariant Multivariate Sign and Rank Tests and Corresponding Estimates: A Review. Scandinavian Journal of Statistics, 26, 319-343.
    • (1999) Scandinavian Journal of Statistics , vol.26 , pp. 319-343
    • Oja, H.1
  • 28
    • 80054877848 scopus 로고    scopus 로고
    • Multivariate Nonparametric Methods with R
    • Springer-Verlag, New York
    • Oja H (2010). Multivariate Nonparametric Methods with R. An Approach Based On Spatial Signs and Ranks. Springer-Verlag, New York.
    • (2010) An Approach Based On Spatial Signs and Ranks
    • Oja, H.1
  • 29
    • 18844444483 scopus 로고    scopus 로고
    • Multivariate nonparametric tests
    • Oja H, Randles RH (2004). Multivariate Nonparametric Tests. Statistical Science, 19, 598-605.
    • (2004) Statistical Science , vol.19 , pp. 598-605
    • Oja, H.1    Randles, R.H.2
  • 32
    • 53549112637 scopus 로고
    • A distribution-free multivariate sign test based on interdirections
    • Randles RH (1989). A Distribution-Free Multivariate Sign Test Based on Interdirections. Journal of the American Statistical Association, 84, 1045-1050.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1045-1050
    • Randles, R.H.1
  • 33
    • 0442293814 scopus 로고    scopus 로고
    • A simpler, a fine equivariant multivariate, distribution-free sign test
    • Randles RH (2000). A Simpler, A fine Equivariant Multivariate, Distribution-Free Sign Test. Journal of the American Statistical Association, 95, 1263-1268.
    • (2000) Journal of the American Statistical Association , vol.95 , pp. 1263-1268
    • Randles, R.H.1
  • 39
    • 23244444990 scopus 로고    scopus 로고
    • Rank-based analysis of linear models using R
    • Terpstra JT, McKean JW (2005). Rank-Based Analysis of Linear Models Using R. Journal of Statistical Software, 14(7), 1-26. URL http://www.jstatsoft.org/v15/i07/.
    • (2005) Journal of Statistical Software , vol.14 , Issue.7 , pp. 1-26
    • Terpstra, J.T.1    McKean, J.W.2
  • 40
    • 70350410103 scopus 로고    scopus 로고
    • An object-oriented framework for robust multivariate analysis
    • Todorov V, Filzmoser P (2009). An Object-Oriented Framework for Robust Multivariate Analysis. Journal of Statistical Software, 32(3), 1-47. URL http://www.jstatsoft.org/v32/i03/.
    • (2009) Journal of Statistical Software , vol.32 , Issue.3 , pp. 1-47
    • Todorov, V.1    Filzmoser, P.2
  • 41
    • 0000342767 scopus 로고
    • A distribution-free M-estimator of multivariate scatter
    • Tyler DE (1987). A Distribution-Free M-Estimator of Multivariate Scatter. The Annals of Statistics, 15, 234-251.
    • (1987) The Annals of Statistics , vol.15 , pp. 234-251
    • Tyler, D.E.1
  • 44
    • 77956398376 scopus 로고    scopus 로고
    • A multivariate wilcoxon regression estimate
    • Zhou W (2010). A Multivariate Wilcoxon Regression Estimate. Journal of Nonparametric Statistics, 22, 859-877.
    • (2010) Journal of Nonparametric Statistics , vol.22 , pp. 859-877
    • Zhou, W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.