第六屆偏最小二乘及相關(guān)方法國際會(huì)議論文集

內(nèi)容概要

本書為第六屆偏最小二乘及相關(guān)方法國際會(huì)議論文集，其中包含80篇國內(nèi)外優(yōu)秀學(xué)術(shù)論文（英文），內(nèi)容主要集中在偏最小二乘及相關(guān)方法的理論發(fā)展，及其在經(jīng)濟(jì)管理、工程技術(shù)、生命科學(xué)等領(lǐng)域的應(yīng)用。該書旨在為國內(nèi)外該領(lǐng)域的專家學(xué)者及應(yīng)用人員提供交流新成果和探討新理論、新方法的平臺(tái)，從而為該領(lǐng)域的學(xué)術(shù)發(fā)展提供新的思路和啟示，并且推動(dòng)該領(lǐng)域的進(jìn)一步發(fā)展。

書籍目錄

Part I  Theoretical Research and Methodology　AN OVERVIEW OF PARTIAL LEAST SQUARES FROM THE VIEWPOINT OF THE NATURAL　SCIENCES      Fred L. Bookstein　DISCUSSION OF DIFFERENT PLS ESTIMATION APPROACHES FOR THE FUNCTIONAL　LOGIT MODEL     Ana M. Aguilera  Manuel Escabias　KERNEL PLS PATH MODELLING    Arthur Tenenhaus　PLS REGRESSION WITH FUNCTIONAL PREDICTOR AND MISSING DATA     Cristian Preda  Gilbert Saporta M.H. Ben Hadj Mbarek　ROLE AND TREATMENT OF CATEGORICAL VARIABLES IN PLS PATH MODELS FOR　COMPOSITE INDICATORS     Laura Trinchera  Giorgio Russolillo　AN APPROACH FOR PLS REGRESSION MODELING OF FUNCTIONAL DATA     Shengshuai Wang  Jie Wang  Huiwen Wang  Gilbert Saporta　PLS MULTINOMIAL LOGIT IN SATISFACTION SURVEYS     Alain Mar&hal  Paolo Righetti  Simon Pioche  Hajer Souaifi  Riccardo Troso     Jean-Pierre Bidon　TWO-STEP PROCEDURE FOR PLS PATH MODELING WITH INTERACTION EFFECTS　BETWEEN FORMATIVE CONSTRUCTS AND TIME-DEPENDENT VARIABLES     Alba Martfnez-Ruiz  Tomas Aluja-Banet  　A COMPARISON OF PLS-BASED AND OTHER DIMENSION REDUCTION METHODS FOR　TUMOUR CLASSIFICATION USING MICROARRAY DATA     Cameron Hurst  Janet Chaseling  Michael Steele  　VARIABLE SELECTION IN PLSR BASED ON GRAM-SCHMIDT PROCESS     Chen Meiling  　A SIMULATION STUDY OF PATHMOX WITH NON-NORMAL DATA     Gast6n Sanchez  Tomas Aluja　PLS ALGORITHMS FOR NON-METRIC DATA     Giorgio Russolillo  Laura Trinchera　THE EFFICIENCY OF THE CENTROID METHOD COMPARED TO A SIMPLE AVERAGE     Jacob Eskildsen  Kai Kristensen  Rikke Nielsen　PLS-LOGISTIC REGRESSION ON FUNCTIONAL DATA     Jie Wang  Shengshuai Wang  Kefei Huang  Ying Li　AN INTEGRATED PARTIAL LEAST SQUARE-MONTE CARLO MODEL FOR RISK　ASSESSMENT OF PETROLEUM DEVELOPMENT     Kuang Jianchao  Wang Zhong  Zeng Jianyi  Luo Xin  Zhao Lu……

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