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updated 1 month ago

Data processing for modeling with the NIR data by Yonghuan Yun

A guide of data processing in NIR application for modeling (nir, matlab, pretreatment)

smooth.m

carspls(X,y,A,fold,method,num)

deriv(x,der,window,order)

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updated 1 month ago

libPLS_1.95.zip by Hongdong Li

libPLS: An Integrated Library of Partial Least Squares Regression and Discriminant Analysis (signal processing, statistics, modeling)

irf.m

plsnipals.m

axisrange(x)

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updated 1 month ago

VISSA by Baichuan

A method for variable selection (modeling, variable selection, multivariate calibrat...)

CV=plscvfold(X,y,A,K,method,PROCESS,order)

F=IRIV(X,y,A_max,fold,method)

F=carspls(X,y,A,fold,method,num)

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updated 1 month ago

VCPA.zip by Yonghuan Yun

Using Variable Combination Population Analysis for Variable Selection in Multivariate Calibration (variable selection, chemometrics, near infrared spectro...)

VCPA.m

CV=plscvfold(X,y,A,K,method,PROCESS,order)

CV=plscvfold(X,y,A,K,method,PROCESS,order)

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updated 3 months ago

sMC, Variable Importance Selection in PLS - Partial Least Squares by Thanh Tran

Significance Multivariate Correlation (sMC) for variable selection vs. VIP and SR (pls, variable importance, vip)

smc.m

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