MFAg-package: Multiple Factor Analysis (MFA)
In MFAg: Multiple Factor Analysis (MFA)
MFAg R Documentation
Multiple Factor Analysis (MFA)
Description
Performs multiple factor analysis method for quantitative, categorical, frequency and mixed data.
Details
Package: MFAg
Type: Package
Version: 1.9
Date: 2023-08-19
License: GPL (>=2)
LazyLoad: yes
Author(s)
Paulo Cesar Ossani,
Marcelo Angelo Cirillo
Maintainer: Paulo Cesar Ossani <ossanipc@hotmail.com>
References
ABDESSEMED, L. and ESCOFIER, B.; Analyse factorielle multiple de tableaux de frequencies: comparaison avec l'analyse canonique des correspondences. Journal de la Societe de Statistique de Paris, Paris, v. 137, n. 2, p. 3-18, 1996.
ABDI, H. Singular Value Decomposition (SVD) and Generalized Singular Value Decomposition (GSVD). In: SALKIND, N. J. (Ed.). Encyclopedia of measurement and statistics. Thousand Oaks: Sage, 2007. p. 907-912.
ABDI, H.; VALENTIN, D. Multiple factor analysis (MFA). In: SALKIND, N. J. (Ed.). Encyclopedia of measurement and statistics. Thousand Oaks: Sage, 2007. p. 657-663.
ABDI, H.; WILLIAMS, L. Principal component analysis. WIREs Computational Statatistics, New York, v. 2, n. 4, p. 433-459, July/Aug. 2010.
ABDI, H.; WILLIAMS, L.; VALENTIN, D. Multiple factor analysis: principal component analysis for multitable and multiblock data sets. WIREs Computational Statatistics, New York, v. 5, n. 2, p. 149-179, Feb. 2013.
BECUE-BERTAUT, M.; PAGES, J. A principal axes method for comparing contingency tables: MFACT. Computational Statistics & Data Analysis, New York, v. 45, n. 3, p. 481-503, Feb. 2004
BECUE-BERTAUT, M.; PAGES, J. Multiple factor analysis and clustering of a mixture of quantitative, categorical and frequency data. Computational Statistics & Data Analysis, New York, v. 52, n. 6, p. 3255-3268, Feb. 2008.
BENZECRI, J. Analyse de l'inertie intraclasse par l'analyse d'un tableau de contingence: intra-classinertia analysis through the analysis of a contingency table. Les Cahiers de l'Analyse des Donnees, Paris, v. 8, n. 3, p. 351-358, 1983.
ESCOFIER, B. Analyse factorielle en reference a un modele: application a l'analyse d'un tableau d'echanges. Revue de Statistique Appliquee, Paris, v. 32, n. 4, p. 25-36, 1984.
ESCOFIER, B.; DROUET, D. Analyse des differences entre plusieurs tableaux de frequence. Les Cahiers de l'Analyse des Donnees, Paris, v. 8, n. 4, p. 491-499, 1983.
ESCOFIER, B.; PAGES, J. Analyse factorielles simples et multiples. Paris: Dunod, 1990. 267 p.
ESCOFIER, B.; PAGES, J. Analyses factorielles simples et multiples: objectifs, methodes et interpretation. 4th ed. Paris: Dunod, 2008. 318 p.
ESCOFIER, B.; PAGES, J. Comparaison de groupes de variables definies sur le meme ensemble d'individus: un exemple d'applications. Le Chesnay: Institut National de Recherche en Informatique et en Automatique, 1982. 121 p.
ESCOFIER, B.; PAGES, J. Multiple factor analysis (AFUMULT package). Computational Statistics & Data Analysis, New York, v. 18, n. 1, p. 121-140, Aug. 1994
FERREIRA, D. F. Estatistica multivariada. 2. ed. rev. e ampl. Lavras: UFLA, 2011. 675 p.
GREENACRE, M.; BLASIUS, J. Multiple correspondence analysis and related methods. New York: Taylor and Francis, 2006. 607 p.
HOTELLING, H. Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, Arlington, v. 24, p. 417-441, Sept. 1933.
JOHNSON, R. A.; WICHERN, D. W. Applied multivariate statistical analysis. 6th ed. New Jersey: Prentice Hall, 2007. 794 p.
MINGOTI, S. A. Analise de dados atraves de metodos de estatistica multivariada: uma abordagem aplicada. Belo Horizonte: UFMG, 2005. 297 p.
PAGES, J. Analyse factorielle multiple appliquee aux variables qualitatives et aux donnees mixtes. Revue de Statistique Appliquee, Paris, v. 50, n. 4, p. 5-37, 2002.
PAGES, J. Multiple factor analysis: main features and application to sensory data. Revista Colombiana de Estadistica, Bogota, v. 27, n. 1, p. 1-26, 2004.
OSSANI, P. C. Qualidade de cafes especiais e nao especiais por meio da analise de multiplos fatores para tabelas de contingencias. 2015. 107 p. Dissertacao (Mestrado em Estatistica e Experimentacao Agropecuaria) - Universidade Federal de Lavras, Lavras, 2015.
OSSANI, P. C.; CIRILLO, M. A.; Habilidades Sensoriais de Grupos Heterogeneos de Consumidores de cafes Especiais Discriminadas pelo Metodo MFACT. in: XIII ENCONTRO MINEIRO DE ESTATISTICA (MGEST), 13., 2014, Diamantina. Anais...Diamantina: UFVJM, 2014.
OSSANI, P. C. et al.; Multiplos fatores em analise de tabela de contingencia: Uma aplicacao na analise sensorial da qualidade de cafes especiais. in: 59 REUNIAO ANUAL DA REGIAO BRASILEIRA DA SOCIEDADE INTERNACIONAL DE BIOMETRIA (RBRAS), 59., 2014, Ouro Preto. Anais...Ouro Preto: UFOP, 2014.
RENCHER, A.C.; Methods of Multivariate Analysis. 2th. ed. New York: J.Wiley, 2002. 708 p.
MFAg documentation built on Aug. 19, 2023, 5:12 p.m.
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| MFAg | R Documentation |
Multiple Factor Analysis (MFA)
Description
Performs multiple factor analysis method for quantitative, categorical, frequency and mixed data.
Details
| Package: | MFAg |
| Type: | Package |
| Version: | 1.9 |
| Date: | 2023-08-19 |
| License: | GPL (>=2) |
| LazyLoad: | yes |
Author(s)
Paulo Cesar Ossani,
Marcelo Angelo Cirillo
Maintainer: Paulo Cesar Ossani <ossanipc@hotmail.com>
References
ABDESSEMED, L. and ESCOFIER, B.; Analyse factorielle multiple de tableaux de frequencies: comparaison avec l'analyse canonique des correspondences. Journal de la Societe de Statistique de Paris, Paris, v. 137, n. 2, p. 3-18, 1996.
ABDI, H. Singular Value Decomposition (SVD) and Generalized Singular Value Decomposition (GSVD). In: SALKIND, N. J. (Ed.). Encyclopedia of measurement and statistics. Thousand Oaks: Sage, 2007. p. 907-912.
ABDI, H.; VALENTIN, D. Multiple factor analysis (MFA). In: SALKIND, N. J. (Ed.). Encyclopedia of measurement and statistics. Thousand Oaks: Sage, 2007. p. 657-663.
ABDI, H.; WILLIAMS, L. Principal component analysis. WIREs Computational Statatistics, New York, v. 2, n. 4, p. 433-459, July/Aug. 2010.
ABDI, H.; WILLIAMS, L.; VALENTIN, D. Multiple factor analysis: principal component analysis for multitable and multiblock data sets. WIREs Computational Statatistics, New York, v. 5, n. 2, p. 149-179, Feb. 2013.
BECUE-BERTAUT, M.; PAGES, J. A principal axes method for comparing contingency tables: MFACT. Computational Statistics & Data Analysis, New York, v. 45, n. 3, p. 481-503, Feb. 2004
BECUE-BERTAUT, M.; PAGES, J. Multiple factor analysis and clustering of a mixture of quantitative, categorical and frequency data. Computational Statistics & Data Analysis, New York, v. 52, n. 6, p. 3255-3268, Feb. 2008.
BENZECRI, J. Analyse de l'inertie intraclasse par l'analyse d'un tableau de contingence: intra-classinertia analysis through the analysis of a contingency table. Les Cahiers de l'Analyse des Donnees, Paris, v. 8, n. 3, p. 351-358, 1983.
ESCOFIER, B. Analyse factorielle en reference a un modele: application a l'analyse d'un tableau d'echanges. Revue de Statistique Appliquee, Paris, v. 32, n. 4, p. 25-36, 1984.
ESCOFIER, B.; DROUET, D. Analyse des differences entre plusieurs tableaux de frequence. Les Cahiers de l'Analyse des Donnees, Paris, v. 8, n. 4, p. 491-499, 1983.
ESCOFIER, B.; PAGES, J. Analyse factorielles simples et multiples. Paris: Dunod, 1990. 267 p.
ESCOFIER, B.; PAGES, J. Analyses factorielles simples et multiples: objectifs, methodes et interpretation. 4th ed. Paris: Dunod, 2008. 318 p.
ESCOFIER, B.; PAGES, J. Comparaison de groupes de variables definies sur le meme ensemble d'individus: un exemple d'applications. Le Chesnay: Institut National de Recherche en Informatique et en Automatique, 1982. 121 p.
ESCOFIER, B.; PAGES, J. Multiple factor analysis (AFUMULT package). Computational Statistics & Data Analysis, New York, v. 18, n. 1, p. 121-140, Aug. 1994
FERREIRA, D. F. Estatistica multivariada. 2. ed. rev. e ampl. Lavras: UFLA, 2011. 675 p.
GREENACRE, M.; BLASIUS, J. Multiple correspondence analysis and related methods. New York: Taylor and Francis, 2006. 607 p.
HOTELLING, H. Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, Arlington, v. 24, p. 417-441, Sept. 1933.
JOHNSON, R. A.; WICHERN, D. W. Applied multivariate statistical analysis. 6th ed. New Jersey: Prentice Hall, 2007. 794 p.
MINGOTI, S. A. Analise de dados atraves de metodos de estatistica multivariada: uma abordagem aplicada. Belo Horizonte: UFMG, 2005. 297 p.
PAGES, J. Analyse factorielle multiple appliquee aux variables qualitatives et aux donnees mixtes. Revue de Statistique Appliquee, Paris, v. 50, n. 4, p. 5-37, 2002.
PAGES, J. Multiple factor analysis: main features and application to sensory data. Revista Colombiana de Estadistica, Bogota, v. 27, n. 1, p. 1-26, 2004.
OSSANI, P. C. Qualidade de cafes especiais e nao especiais por meio da analise de multiplos fatores para tabelas de contingencias. 2015. 107 p. Dissertacao (Mestrado em Estatistica e Experimentacao Agropecuaria) - Universidade Federal de Lavras, Lavras, 2015.
OSSANI, P. C.; CIRILLO, M. A.; Habilidades Sensoriais de Grupos Heterogeneos de Consumidores de cafes Especiais Discriminadas pelo Metodo MFACT. in: XIII ENCONTRO MINEIRO DE ESTATISTICA (MGEST), 13., 2014, Diamantina. Anais...Diamantina: UFVJM, 2014.
OSSANI, P. C. et al.; Multiplos fatores em analise de tabela de contingencia: Uma aplicacao na analise sensorial da qualidade de cafes especiais. in: 59 REUNIAO ANUAL DA REGIAO BRASILEIRA DA SOCIEDADE INTERNACIONAL DE BIOMETRIA (RBRAS), 59., 2014, Ouro Preto. Anais...Ouro Preto: UFOP, 2014.
RENCHER, A.C.; Methods of Multivariate Analysis. 2th. ed. New York: J.Wiley, 2002. 708 p.
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