García-Bárzana, Marta; Ramos-Guajardo, Ana Belén; Colubi, Ana; Kontoghiorghes, Erricos J. Multiple linear regression models for random intervals: a set arithmetic approach. (English) Zbl 1482.62010 Comput. Stat. 35, No. 2, 755-773 (2020). MSC: 62-08 62J05 PDFBibTeX XMLCite \textit{M. García-Bárzana} et al., Comput. Stat. 35, No. 2, 755--773 (2020; Zbl 1482.62010) Full Text: DOI
Ramos-Guajardo, Ana Belén; González-Rodríguez, Gil; Colubi, Ana Testing the degree of overlap for the expected value of random intervals. (English) Zbl 1440.62079 Int. J. Approx. Reasoning 119, 1-19 (2020). MSC: 62F03 62F40 62P15 PDFBibTeX XMLCite \textit{A. B. Ramos-Guajardo} et al., Int. J. Approx. Reasoning 119, 1--19 (2020; Zbl 1440.62079) Full Text: DOI Link
González-Rodríguez, Gil; Ramos-Guajardo, Ana Belén; Colubi, Ana; Blanco-Fernández, Ángela A new framework for the statistical analysis of set-valued random elements. (English) Zbl 1429.62727 Int. J. Approx. Reasoning 92, 279-294 (2018). MSC: 62R20 62D10 62F86 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Int. J. Approx. Reasoning 92, 279--294 (2018; Zbl 1429.62727) Full Text: DOI
Colubi, Ana; González-Rodríguez, Gil Fuzziness in data analysis: towards accuracy and robustness. (English) Zbl 1368.62079 Fuzzy Sets Syst. 281, 260-271 (2015). MSC: 62F86 62F35 PDFBibTeX XMLCite \textit{A. Colubi} and \textit{G. González-Rodríguez}, Fuzzy Sets Syst. 281, 260--271 (2015; Zbl 1368.62079) Full Text: DOI
García Bárzana, Marta; Colubi, Ana; Kontoghiorghes, Erricos John Lasso estimation of an interval-valued multiple regression model. (English) Zbl 1337.62168 Grzegorzewski, Przemysław (ed.) et al., Strengthening links between data analysis and soft computing. Collected papers based on the presentations at the 7th international conference on soft methods in probability and statistics, SMPS 2014, Warsaw, Poland, September 22–24, 2014. Cham: Springer (ISBN 978-3-319-10764-6/pbk; 978-3-319-10765-3/ebook). Advances in Intelligent Systems and Computing 315, 185-191 (2015). MSC: 62J07 PDFBibTeX XMLCite \textit{M. García Bárzana} et al., Adv. Intell. Syst. Comput. 315, 185--191 (2015; Zbl 1337.62168) Full Text: DOI arXiv
Ramos-Guajardo, A. B.; Colubi, A.; González-Rodríguez, G. Inclusion degree tests for the Aumann expectation of a random interval. (English) Zbl 1357.62088 Inf. Sci. 288, 412-422 (2014). MSC: 62F03 62F40 62P10 PDFBibTeX XMLCite \textit{A. B. Ramos-Guajardo} et al., Inf. Sci. 288, 412--422 (2014; Zbl 1357.62088) Full Text: DOI
Ramos-Guajardo, A. B.; Colubi, A.; González-Rodríguez, G. Inclusion and exclusion hypothesis tests for the fuzzy mean. (English) Zbl 1315.62028 Fuzzy Sets Syst. 243, 70-83 (2014). MSC: 62F86 62F03 62F05 62F40 PDFBibTeX XMLCite \textit{A. B. Ramos-Guajardo} et al., Fuzzy Sets Syst. 243, 70--83 (2014; Zbl 1315.62028) Full Text: DOI
Blanco-Fernández, A.; Casals, M. R.; Colubi, A.; Corral, N.; García-Bárzana, M.; Gil, M. A.; González-Rodríguez, G.; López, M. T.; Lubiano, M. A.; Montenegro, M.; Ramos-Guajardo, A. B.; de la Rosa de Sáa, S.; Sinova, B. Rejoinder on “A distance-based statistical analysis of fuzzy number-valued data”. (English) Zbl 1407.62095 Int. J. Approx. Reasoning 55, No. 7, 1601-1605 (2014). MSC: 62F86 62J86 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Int. J. Approx. Reasoning 55, No. 7, 1601--1605 (2014; Zbl 1407.62095) Full Text: DOI
Blanco-Fernández, A.; Casals, M. R.; Colubi, A.; Corral, N.; García-Bárzana, M.; Gil, M. A.; González-Rodríguez, G.; López, M. T.; Lubiano, M. A.; Montenegro, M.; Ramos-Guajardo, A. B.; de la Rosa de Sáa, S.; Sinova, B. A distance-based statistical analysis of fuzzy number-valued data. (English) Zbl 1407.62094 Int. J. Approx. Reasoning 55, No. 7, 1487-1501 (2014). MSC: 62F86 62J86 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Int. J. Approx. Reasoning 55, No. 7, 1487--1501 (2014; Zbl 1407.62094) Full Text: DOI
García-Bárzana, Marta; Colubi, Ana; Kontoghiorghes, Erricos J. On the estimation of the regression model \(M\) for interval data. (English) Zbl 1348.62195 Borgelt, Christian (ed.) et al., Towards advanced data analysis by combining soft computing and statistics. Berlin: Springer (ISBN 978-3-642-30277-0/hbk; 978-3-642-30278-7/ebook). Studies in Fuzziness and Soft Computing 285, 43-52 (2013). MSC: 62J05 62F10 PDFBibTeX XMLCite \textit{M. García-Bárzana} et al., Stud. Fuzziness Soft Comput. 285, 43--52 (2013; Zbl 1348.62195) Full Text: DOI
Blanco-Fernández, Angela; Colubi, Ana; González-Rodríguez, Gil Linear regression analysis for interval-valued data based on set arithmetic: a review. (English) Zbl 1348.62191 Borgelt, Christian (ed.) et al., Towards advanced data analysis by combining soft computing and statistics. Berlin: Springer (ISBN 978-3-642-30277-0/hbk; 978-3-642-30278-7/ebook). Studies in Fuzziness and Soft Computing 285, 19-31 (2013). MSC: 62J05 62J86 62-02 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Stud. Fuzziness Soft Comput. 285, 19--31 (2013; Zbl 1348.62191) Full Text: DOI
Blanco-Fernández, Angela; Casals, María Rosa; Colubi, Ana; Coppi, Renato; Corral, Norberto; de la Rosa de Sáa, Sara; D’Urso, Pierpaolo; Ferraro, Maria Brigida; García-Bárzana, Marta; Gil, María Ángeles; Giordani, Paolo; González-Rodríguez, Gil; López, María Teresa; Lubiano, María Asunción; Montenegro, Manuel; Nakama, Takehiko; Ramos-Guajardo, Ana Belén; Sinova, Beatriz; Trutschnig, Wolfgang Arithmetic and distance-based approach to the statistical analysis of imprecisely valued data. (English) Zbl 1348.62098 Borgelt, Christian (ed.) et al., Towards advanced data analysis by combining soft computing and statistics. Berlin: Springer (ISBN 978-3-642-30277-0/hbk; 978-3-642-30278-7/ebook). Studies in Fuzziness and Soft Computing 285, 1-18 (2013). MSC: 62F86 62J86 62-02 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Stud. Fuzziness Soft Comput. 285, 1--18 (2013; Zbl 1348.62098) Full Text: DOI
Blanco-Fernández, Angela; Colubi, Ana; García-Bárzana, Marta; Montenegro, Manuel A linear regression model for interval-valued response based on set arithmetic. (English) Zbl 1522.62061 Kruse, Rudolf (ed.) et al., Synergies of soft computing and statistics for intelligent data analysis. Papers based on the presentations at the 6th international conference on soft methods and probability and statistics, SMPS, Konstanz, Germany, October 4–6, 2012. Berlin: Springer. Adv. Intell. Syst. Comput. 190, 105-113 (2013). MSC: 62J05 65G30 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Adv. Intell. Syst. Comput. 190, 105--113 (2013; Zbl 1522.62061) Full Text: DOI
Blanco-Fernández, Angela; Colubi, Ana; García-Bárzana, Marta A set arithmetic-based linear regression model for modelling interval-valued responses through real-valued variables. (English) Zbl 1321.62078 Inf. Sci. 247, 109-122 (2013). MSC: 62J05 62F10 65C60 65G30 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Inf. Sci. 247, 109--122 (2013; Zbl 1321.62078) Full Text: DOI
Blanco-Fernández, A.; Ramos-Guajardo, A. B.; Colubi, A. Fuzzy representations of real-valued random variables: applications to exploratory and inferential studies. (English) Zbl 1302.62117 Metron 71, No. 3, 245-259 (2013). MSC: 62G86 60A86 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., Metron 71, No. 3, 245--259 (2013; Zbl 1302.62117) Full Text: DOI
Sinova, Beatriz; Gil, María Ángeles; Colubi, Ana; Van Aelst, Stefan The median of a random fuzzy number. The 1-norm distance approach. (English) Zbl 1260.60011 Fuzzy Sets Syst. 200, 99-115 (2012). Reviewer: Wolfgang Näther (Freiberg) MSC: 60A86 62F86 PDFBibTeX XMLCite \textit{B. Sinova} et al., Fuzzy Sets Syst. 200, 99--115 (2012; Zbl 1260.60011) Full Text: DOI Link
Sinova, Beatriz; Colubi, Ana; Gil, Marıá Ángeles; González-Rodrıǵuez, Gil Interval arithmetic-based simple linear regression between interval data: Discussion and sensitivity analysis on the choice of the metric. (English) Zbl 06094584 Inf. Sci. 199, 109-124 (2012). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Sinova} et al., Inf. Sci. 199, 109--124 (2012; Zbl 06094584) Full Text: DOI
González-Rodríguez, Gil; Colubi, Ana; Gil, M. Ángeles; Lubiano, M. Asunción A new way of quantifying the symmetry of a random variable: estimation and hypothesis testing. (English) Zbl 1348.62161 J. Stat. Plann. Inference 142, No. 12, 3061-3072 (2012). MSC: 62G10 62E20 62G09 62G20 62G86 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., J. Stat. Plann. Inference 142, No. 12, 3061--3072 (2012; Zbl 1348.62161) Full Text: DOI
Blanco-Fernández, Angela; Colubi, Ana; González-Rodríguez, Gil Confidence sets in a linear regression model for interval data. (English) Zbl 1242.62072 J. Stat. Plann. Inference 142, No. 6, 1320-1329 (2012). MSC: 62J05 62F25 62E20 65C60 PDFBibTeX XMLCite \textit{A. Blanco-Fernández} et al., J. Stat. Plann. Inference 142, No. 6, 1320--1329 (2012; Zbl 1242.62072) Full Text: DOI
González-Rodríguez, Gil; Colubi, Ana; Gil, María Ángeles Fuzzy data treated as functional data: a one-way ANOVA test approach. (English) Zbl 1243.62104 Comput. Stat. Data Anal. 56, No. 4, 943-955 (2012). MSC: 62J10 62G86 62G10 62J86 46N30 65C60 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Comput. Stat. Data Anal. 56, No. 4, 943--955 (2012; Zbl 1243.62104) Full Text: DOI
Colubi, Ana; González-Rodríguez, Gil; Gil, Ángeles M.; Trutschnig, Wolfgang Nonparametric criteria for supervised classification of fuzzy data. (English) Zbl 1319.62125 Int. J. Approx. Reasoning 52, No. 9, 1272-1282 (2011). MSC: 62H30 68T37 03E72 PDFBibTeX XMLCite \textit{A. Colubi} et al., Int. J. Approx. Reasoning 52, No. 9, 1272--1282 (2011; Zbl 1319.62125) Full Text: DOI
Ferraro, M. B.; Coppi, R.; Rodríguez, G. González; Colubi, A. A linear regression model for imprecise response. (English) Zbl 1201.62086 Int. J. Approx. Reasoning 51, No. 7, 759-770 (2010). MSC: 62J05 62J86 62F10 62E20 62F03 62F86 PDFBibTeX XMLCite \textit{M. B. Ferraro} et al., Int. J. Approx. Reasoning 51, No. 7, 759--770 (2010; Zbl 1201.62086) Full Text: DOI Link
González-Rodríguez, Gil; Colubi, Ana; D’Urso, Pierpaolo; Montenegro, Manuel Multi-sample test-based clustering for fuzzy random variables. (English) Zbl 1185.62114 Int. J. Approx. Reasoning 50, No. 5, 721-731 (2009). MSC: 62H30 62H86 65C60 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Int. J. Approx. Reasoning 50, No. 5, 721--731 (2009; Zbl 1185.62114) Full Text: DOI Link
Trutschnig, Wolfgang; González-Rodríguez, Gil; Colubi, Ana; Gil, María Ángeles A new family of metrics for compact, convex (fuzzy) sets based on a generalized concept of mid and spread. (English) Zbl 1181.62016 Inf. Sci. 179, No. 23, 3964-3972 (2009). MSC: 62E86 62-07 62E99 PDFBibTeX XMLCite \textit{W. Trutschnig} et al., Inf. Sci. 179, No. 23, 3964--3972 (2009; Zbl 1181.62016) Full Text: DOI
González-Rodríguez, Gil; Blanco, Ángela; Colubi, Ana; Lubiano, M. Asunción Estimation of a simple linear regression model for fuzzy random variables. (English) Zbl 1175.62073 Fuzzy Sets Syst. 160, No. 3, 357-370 (2009). MSC: 62J05 62J86 62F10 62F86 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Fuzzy Sets Syst. 160, No. 3, 357--370 (2009; Zbl 1175.62073) Full Text: DOI
Colubi, Ana Statistical inference about the means of fuzzy random variables: applications to the analysis of fuzzy- and real-valued data. (English) Zbl 1175.62021 Fuzzy Sets Syst. 160, No. 3, 344-356 (2009). MSC: 62F10 62F03 62F86 62E86 PDFBibTeX XMLCite \textit{A. Colubi}, Fuzzy Sets Syst. 160, No. 3, 344--356 (2009; Zbl 1175.62021) Full Text: DOI
González-Rodríguez, Gil; Colubi, Ana; Trutschnig, Wolfgang Simulation of fuzzy random variables. (English) Zbl 1170.68045 Inf. Sci. 179, No. 5, 642-653 (2009). MSC: 68U20 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Inf. Sci. 179, No. 5, 642--653 (2009; Zbl 1170.68045) Full Text: DOI
Colubi, Ana; González-Rodríguez, Gil Triangular fuzzification of random variables and power of distribution tests: Empirical discussion. (English) Zbl 1162.62342 Comput. Stat. Data Anal. 51, No. 9, 4742-4750 (2007). MSC: 62G10 65C60 PDFBibTeX XMLCite \textit{A. Colubi} and \textit{G. González-Rodríguez}, Comput. Stat. Data Anal. 51, No. 9, 4742--4750 (2007; Zbl 1162.62342) Full Text: DOI
González-Rodríguez, Gil; Colubi, Ana; Gil, María Ángeles A fuzzy representation of random variables: An operational tool in exploratory analysis and hypothesis testing. (English) Zbl 1157.62303 Comput. Stat. Data Anal. 51, No. 1, 163-176 (2006). MSC: 62-07 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Comput. Stat. Data Anal. 51, No. 1, 163--176 (2006; Zbl 1157.62303) Full Text: DOI
Gil, María Ángeles; Montenegro, Manuel; González-Rodríguez, Gil; Colubi, Ana; Casals, María Rosa Bootstrap approach to the multi-sample test of means with imprecise data. (English) Zbl 1157.62391 Comput. Stat. Data Anal. 51, No. 1, 148-162 (2006). MSC: 62G09 62G10 62J10 PDFBibTeX XMLCite \textit{M. Á. Gil} et al., Comput. Stat. Data Anal. 51, No. 1, 148--162 (2006; Zbl 1157.62391) Full Text: DOI
González-Rodríguez, Gil; Montenegro, Manuel; Colubi, Ana; Gil, María Ángeles Bootstrap techniques and fuzzy random variables: synergy in hypothesis testing with fuzzy data. (English) Zbl 1119.62037 Fuzzy Sets Syst. 157, No. 19, 2608-2613 (2006). MSC: 62G09 62G10 PDFBibTeX XMLCite \textit{G. González-Rodríguez} et al., Fuzzy Sets Syst. 157, No. 19, 2608--2613 (2006; Zbl 1119.62037) Full Text: DOI
Colubi, Ana; Domínguez-Menchero, J. Santos; López-Díaz, Miguel; Körner, Ralf A method to derive strong laws of large numbers for random upper semicontinuous functions. (English) Zbl 0989.60036 Stat. Probab. Lett. 53, No. 3, 269-275 (2001). MSC: 60F15 60B99 60F99 60D05 28B20 PDFBibTeX XMLCite \textit{A. Colubi} et al., Stat. Probab. Lett. 53, No. 3, 269--275 (2001; Zbl 0989.60036) Full Text: DOI
Colubi, Ana; Domínguez-Menchero, J. Santos; López-Díaz, Miguel; Ralescu, Dan A. On the formalization of fuzzy random variables. (English) Zbl 0988.28008 Inf. Sci. 133, No. 1-2, 3-6 (2001). Reviewer: Neculai Curteanu (Iaşi) MSC: 28E10 26E50 60G57 PDFBibTeX XMLCite \textit{A. Colubi} et al., Inf. Sci. 133, No. 1--2, 3--6 (2001; Zbl 0988.28008) Full Text: DOI