Posts Tagged ‘ PROC SCORE ’

Obtain Trace of the Projection Matrix in a Linear Regression

October 6, 2011
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Recently, I am working on coding in SAS for a set of regularized regressions and need to compute trace of the projection matrix: S=X(X'X + \lambda I)^{-1}X'. Trace of the project matrix S is a key concept in modern regression analysis. For example, ...
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Obtain Trace of the Projection Matrix in a Linear Regression

October 6, 2011
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Recently, I am working on coding in SAS for a set of regularized regressions and need to compute trace of the projection matrix: S=X(X'X + \lambda I)^{-1}X'. Wikipedia has a well written introduction to Trace @ here. Trace of the project matrix S i...
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Obtain Trace of the Projection Matrix in a Linear Regression

October 6, 2011
By

Recently, I am working on coding in SAS for a set of regularized regressions and need to compute trace of the projection matrix: $$ S=X(X'X + \lambda I)^{-1}X' $$. Wikipedia has a well written introduction to Trace @ here. To obtain the inverse of ...
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Low Rank Radial Smoothing using GLIMMIX and its Scoring

September 30, 2010
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Low Rank Radial Smoothing using GLIMMIX , a semiparametric approach to smooth curves . Specifying TYPE=RSMOOTH option in RANDOM statement, we can implement this spline smooth approach. The bast thing is that for future scoring, data preparation...
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Regularized Discriminant Analysis

September 30, 2010
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Using SAS to implement Regularized Discriminant Analysis .
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VARIMAX rotation of PLS loadings

August 9, 2010
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Partial Least Square is one of several supervised dimension reduction techniques and attracts attention in recent years. In the one hand, PLS is able to generate a series of scores that maximize linear correlation between dependent variables and inde...
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Implement Randomized SVD in SAS

July 13, 2010
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In the 2010 SASware Ballot®, a dedicated PROC for Randomized SVD was among the options. While an official SAS PROC will not be available in the immediate future as well as in older SAS releases, it is fairly simple to implement this algorithm using ...
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SAS implementation of Kernel PCA

February 6, 2010
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Kernel method is a very useful technique in data mining that is applicable to any algorithms relying on inner product . The key is applying appropriate kernel function to the inner product of original data space. I show here SAS/STAT+BASE ex...
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