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On BIC's Selection Consistency for Discriminant Analysis
BIC Discriminant Analysis Selection Consistency
2016/1/19
Linear and quadratic discriminant analysis are two very useful classification methods, for which the problem of variable selection is of fundamental impor-tance. To this end, a BIC-type selection crit...
基于BIC准则模型选择的光纤光栅波长温度拟合研究
光纤光栅 BIC准则 温度解调 拟合
2014/4/16
针对现有光纤光栅温度解调系统的波长温度信息，提出将多项式拟合和BIC准则引入到光纤光栅温度解调系统中，该方法具有实时性好、易实现等特点，保证了工程性应用的前提。现场试验数据结果表明， 6次多项式模型在模型参数和误差要求上最佳，同时，此时的误差为后续研究提供了参考。
Extended BIC for linear regression models with diverging number of relevant features and high or ultra-high feature spaces
Diverging number of parameters Feature selection
2011/7/19
In many conventional scientific investigations with high or ultra-high dimensional feature spaces, the relevant features, though sparse, are large in number compared with classical statistical problem...
Extended BIC for linear regression models with diverging number of relevant features and high or ultra-high feature spaces
Diverging number of parameters Feature selection Extended Bayes information criterion High dimensional feature space
2011/9/5
Abstract: In many conventional scientific investigations with high or ultra-high dimensional feature spaces, the relevant features, though sparse, are large in number compared with classical statistic...