Use of Biplots and Partial Least Squares Regression in Microarray Data Analysis for Assessing Association between Genes Involved in Different Biological Pathways

Biological Pathways ◽

Microarray Data Analysis ◽

Sparse partial least-squares regression and its applications to high-throughput data analysis

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2011.07.002 ◽

2011 ◽

Vol 109 (1) ◽

pp. 1-8 ◽

Cited By ~ 51

Author(s):

Donghwan Lee ◽

Woojoo Lee ◽

Youngjo Lee ◽

Yudi Pawitan

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

High Throughput ◽

Least Squares Regression ◽

High Throughput Data ◽

High Throughput Data Analysis

Data analysis of heavy metal pollution in the sea by using principal component analysis and partial least squares regression

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/0169-7439(89)80120-0 ◽

1989 ◽

Vol 7 (1-2) ◽

pp. 163-170 ◽

Cited By ~ 11

Author(s):

Sulo Piepponen ◽

Reijo Lindström

Keyword(s):

Heavy Metal ◽

Principal Component Analysis ◽

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Metal Pollution ◽

Heavy Metal Pollution ◽

Principal Component ◽

Sparse partial least-squares regression for high-throughput survival data analysis

Statistics in Medicine ◽

10.1002/sim.5975 ◽

2013 ◽

Vol 32 (30) ◽

pp. 5340-5352 ◽

Cited By ~ 5

Author(s):

Donghwan Lee ◽

Youngjo Lee ◽

Yudi Pawitan ◽

Woojoo Lee

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

High Throughput ◽

Survival Data ◽

Hyperspectral Data Analysis Algorithm Based on Partial Least-squares Regression Model and Its Application in the Identification of Hogwash Oil

Journal of Information and Computational Science ◽

10.12733/jics20106180 ◽

2015 ◽

Vol 12 (10) ◽

pp. 4087-4094 ◽

Cited By ~ 1

Author(s):

Dong Zhang

Keyword(s):

Data Analysis ◽

Regression Model ◽

Least Squares ◽

Partial Least Squares ◽

Hyperspectral Data ◽

Least Squares Regression ◽

Analysis Algorithm

The Jackknife Interval Estimation of Parametersin Partial Least Squares Regression Modelfor Poverty Data Analysis

IPTEK The Journal for Technology and Science ◽

10.12962/j20882033.v21i3.42 ◽

2010 ◽

Vol 21 (3) ◽

Cited By ~ 3

Author(s):

Pudji Ismartini ◽

Sony Sunaryo ◽

Setiawan Setiawan

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Interval Estimation ◽

Data analysis of roadway attributes through Partial Least Squares regression

2010 2nd IEEE International Conference on Information and Financial Engineering ◽

10.1109/icife.2010.5609399 ◽

2010 ◽

Author(s):

Weiguo Li ◽

Hanjie Zhang ◽

Xiaoping Du ◽

Kun Qian ◽

Cuiying Li

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

A Partial Least Squares Algorithm for Microarray Data Analysis Using the VIP Statistic for Gene Selection and Binary Classification

Current Bioinformatics ◽

10.2174/15748936113086660011 ◽

2013 ◽

Vol 9 (3) ◽

pp. 348-359 ◽

Cited By ~ 4

Author(s):

Francisco Burguillo ◽

Luis Corchete ◽

Javier Martin ◽

Inmaculada Barrera ◽

William Bardsley

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Microarray Data ◽

Gene Selection ◽

Binary Classification ◽

Microarray Data Analysis ◽

Least Squares Algorithm

Outlier detection and ambiguity detection for microarray data in probabilistic discriminant partial least squares regression

Journal of Chemometrics ◽

10.1002/cem.1304 ◽

2010 ◽

Vol 24 (7-8) ◽

pp. 434-443 ◽

Cited By ~ 7

Author(s):

C. Botella ◽

J. Ferré ◽

R. Boqué

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Outlier Detection ◽

Microarray Data ◽

Least Squares Regression ◽

Ambiguity Detection

ROSA-a fast extension of partial least squares regression for multiblock data analysis

Journal of Chemometrics ◽

10.1002/cem.2824 ◽

2016 ◽

Vol 30 (11) ◽

pp. 651-662 ◽

Cited By ~ 2

Author(s):

Kristian Hovde Liland ◽

Tormod Naes ◽

Ulf G. Indahl

Keyword(s):

Data Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Missing Values Estimation in Microarray Data with Partial Least Squares Regression

Computational Science – ICCS 2006 - Lecture Notes in Computer Science ◽

10.1007/11758525_90 ◽

2006 ◽

pp. 662-669 ◽

Cited By ~ 9

Author(s):

Kun Yang ◽

Jianzhong Li ◽

Chaokun Wang

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Microarray Data ◽

Missing Values ◽