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主成分分析-PCA
主成分分析原创 2017-02-09 01:48:45 · 882 阅读 · 0 评论 -
Partial differential equations and the finite element method 3-FEA1.md
This part is devoted to introduce the Galerkin method and its important special case, the Finite element method.Consider the general framework Let VVVbe a Hilbert space, a(.,.):V×V→Ra(.,.):V×...原创 2018-03-11 13:59:33 · 461 阅读 · 0 评论 -
Partial differential equations and the finite element method 2--SECOND-ORDER ELLIPTIC PROBLEMS
This part is devoted to the discussion of linear second-order elliptic problems.Consider the model equation (1)−∇(a1∇u)+a0u=f,−∇(a1∇u)+a0u=f,-\nabla (a_1\nabla u)+a_0u=f, with homogeneous Diri...原创 2018-03-09 14:58:40 · 442 阅读 · 0 评论 -
再生核希尔伯特空间2---概念
再生核希尔伯特空间原创 2016-01-06 17:35:39 · 3955 阅读 · 0 评论 -
K-L展开 (Karhunen-Loeve expansion)
K-L变换原创 2017-06-19 19:43:14 · 23635 阅读 · 1 评论 -
变量选择--Lasso
Lasso原创 2017-01-31 01:21:22 · 16866 阅读 · 1 评论 -
变量选择--岭回归
岭回归(Ridge regression)原创 2017-01-31 00:03:13 · 4872 阅读 · 0 评论 -
AIC, BIC v.s. Crossvalidation
AIC, BIC, Crossvalidationion原创 2017-01-25 22:29:51 · 2594 阅读 · 0 评论 -
Quasi- likelihood function
Quasi-likelihood function原创 2017-01-24 23:32:58 · 4414 阅读 · 1 评论