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Journal of Applied Statistics Volume 38, 2011 - Issue 5
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Original Articles

Classification with discrete and continuous variables via general mixed-data models

A. R. de Leon Department of Mathematics & Statistics, University of Calgary, Calgary, AB, CanadaCorrespondence[email protected]
,
A. Soo Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
&
T. Williamson Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada
Pages 1021-1032 | Received 24 May 2009, Accepted 16 Feb 2010, Published online: 07 Feb 2011

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George Chinanu Mbaeyi & Chijioke Joel Nweke. (2023) Discriminant analysis with mixed non normal variables. Communications in Statistics - Theory and Methods 52:1, pages 39-45.
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Evan Reynolds, Brian Callaghan & Mousumi Banerjee. (2019) SVM–CART for disease classification. Journal of Applied Statistics 46:16, pages 2987-3007.
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Miguel Angel Ortíz-Barrios, Matias Garcia-Constantino, Chris Nugent & Isaac Alfaro-Sarmiento. (2022) A Novel Integration of IF-DEMATEL and TOPSIS for the Classifier Selection Problem in Assistive Technology Adoption for People with Dementia. International Journal of Environmental Research and Public Health 19:3, pages 1133.
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Mingxue Quan. (2022) An Advanced Hybrid Logistic Regression Model for Static and Dynamic Mixed Data Classification. IEEE Access 10, pages 73623-73634.
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Amparo Baíllo & Aurea Grané. (2021) Subsampling and Aggregation: A Solution to the Scalability Problem in Distance-Based Prediction for Mixed-Type Data. Mathematics 9:18, pages 2247.
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Yuxian Zhang, Mohammed Altayeb Awad Gendeel, Huideng Peng, Xiaoyi Qian & Hongqing Xu. (2019) Supervised Kohonen network with heterogeneous value difference metric for both numeric and categorical inputs. Soft Computing 24:3, pages 1763-1774.
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Alban Mbina Mbina, Guy Martial Nkiet & Fulgence Eyi Obiang. (2018) Variable selection in discriminant analysis for mixed continuous-binary variables and several groups. Advances in Data Analysis and Classification 13:3, pages 773-795.
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Alexander H. Foss, Marianthi Markatou & Bonnie Ray. (2018) Distance Metrics and Clustering Methods for Mixed‐type Data. International Statistical Review 87:1, pages 80-109.
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Leila Amiri, Mojtaba Khazaei & Mojtaba Ganjali. (2016) General location model with factor analyzer covariance matrix structure and its applications. Advances in Data Analysis and Classification 11:3, pages 593-609.
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Hashibah Hamid. (2017) New algorithm of Location Model based on robust estimators and smoothing approach. New algorithm of Location Model based on robust estimators and smoothing approach.
Hashibah binti Hamid. 2017. Proceedings of the International Conference on Computing, Mathematics and Statistics (iCMS 2015). Proceedings of the International Conference on Computing, Mathematics and Statistics (iCMS 2015) 117 128 .
Elise Epaillard & Nizar Bouguila. (2015) Hybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling. Hybrid hidden Markov model for mixed continuous/continuous and discrete/continuous data modeling.
Chandra R. Bhat. (2015) A new generalized heterogeneous data model (GHDM) to jointly model mixed types of dependent variables. Transportation Research Part B: Methodological 79, pages 50-77.
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Penny Ngu Ai Huong, Hashibah binti Hamid & Nazrina binti Aziz. Multiple correspondence analysis for handling large binary variables in smoothed location model. Multiple correspondence analysis for handling large binary variables in smoothed location model.
Long Mei Mei, Hashibah Hamid & Nazrina Aziz. Variables extraction on large binary variables in discriminant analysis based on mixed variables location model. Variables extraction on large binary variables in discriminant analysis based on mixed variables location model.
Amon Exavery, Almamy Malick Kanté, Ahmed Hingora, Godfrey Mbaruku, Senga Pemba & James F Phillips. (2013) How mistimed and unwanted pregnancies affect timing of antenatal care initiation in three districts in Tanzania. BMC Pregnancy and Childbirth 13:1.
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Ruth M. HigginsBret S. DanilowiczDeirdre BrophyAudrey J. GeffenTed McGowan. (2013) Influence of the limit of detection on classification using otolith elemental signatures. Canadian Journal of Fisheries and Aquatic Sciences 70:6, pages 922-929.
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. 2013. Analysis of Mixed Data. Analysis of Mixed Data 209 229 .

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