42 citations
- The Graduate University for Advanced Studies, SOKENDAIJP7 papers
- Bank of JapanJP4 papers
- The Institute of Statistical MathematicsJP4 papers
- Nagoya UniversityJP2 papers
- Research Organization of Information and SystemsJP2 papers
- The University of OsakaJP2 papers
- The University of TokyoJP2 papers
- University of Electro-CommunicationsJP2 papers
- Academia SinicaTW1 paper
- Air Liquide (United Kingdom)GB1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Food & NutritionNL1 paper
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stat.ML2016★ 32 cited
Sparse principal component regression for generalized linear models
Shuichi Kawano, Hironori Fujisawa, Toyoyuki Takada +1
Principal component regression (PCR) is a widely used two-stage procedure: principal component analysis (PCA), followed by regression in which the selected principal components are…
stat.ML2014★ 35 cited
Sparse principal component regression with adaptive loading
Shuichi Kawano, Hironori Fujisawa, Toyoyuki Takada +1
Principal component regression (PCR) is a two-stage procedure that selects some principal components and then constructs a regression model regarding them as new explanatory variab…