Principal Components Regression With Data Chosen Components and Related Methods

No abstract is available for this paper.

• Publication year

  2003

• Venue

  Technometrics

• Publication date

  2003-02-01

• Fields of study

  Mathematics, Chemistry, Computer Science

• Identifiers
  DOI 10.1198/004017002188618716
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Applied Multivariate Statistical Analysis

  2003cited by this paper
• Investigating the probability of sign inconsistency in the regression coefficients of markers flanking quantitative trait loci.

  2002influential reference
• Principal Component Analysis

  2002cited by this paper
• Marker pair selection for mapping quantitative trait loci.

  2001influential reference
• Bias and Sampling Error of the Estimated Proportion of Genotypic Variance Explained by Quantitative Trait Loci Determined From Experimental Data in Maize Using Cross Validation and Validation With Independent Samples.

  2000cited by this paper
• Multiple interval mapping for quantitative trait loci.

  1999cited by this paper
• A class of shrinkage estimators in linear regression

  1999cited by this paper
• Some cautionary notes on the use of principal components regression

  1998cited by this paper
• Statistical issues in the search for genes affecting quantitative traits in experimental populations

  1997cited by this paper
• A simulation study on comparison of prediction methods when only a few components are relevant

  1996cited by this paper
• Implementing partial least squares

  1995influential reference
• Quantitative trait locus effects and environmental interaction in a sample of North American barley germ plasm

  1993cited by this paper
• A Statistical View of Some Chemometrics Regression Tools

  1993influential reference
• A simple regression method for mapping quantitative trait loci in line crosses using flanking markers

  1992cited by this paper
• A User's Guide to Principal Components.

  1991cited by this paper
• Random calibration with many measurements: an application of Stein estimation

  1991cited by this paper
• Continuum regression: Cross-validated sequentially constructed prediction embracing ordinary least s

  1990cited by this paper
• ON THE STRUCTURE OF PARTIAL LEAST SQUARES REGRESSION

  1988cited by this paper
• Selecting principal components in regression

  1985cited by this paper
• A Note on the Use of Principal Components in Regression

  1982cited by this paper
• Component selection norms for principal components regression

  1977cited by this paper
• A Simulation Study of Alternatives to Ordinary Least Squares

  1977cited by this paper
• Biased Estimation in Regression: An Evaluation Using Mean Squared Error

  1977cited by this paper
• Generalized Inverses, Ridge Regression, Biased Linear Estimation, and Nonlinear Estimation

  1970cited by this paper
• Principal Components Regression in Exploratory Statistical Research

  1965cited by this paper
• Modern factor analysis

  1961cited by this paper
• Computer Program for Varimax Rotation in Factor Analysis

  1959cited by this paper
• The varimax criterion for analytic rotation in factor analysis

  1958cited by this paper
• Multiple-Factor Analysis

  1947cited by this paper
• Rothamsted Repository Download

  year unknowninfluential reference

• New Approach in Stochastic Frontier Analysis Estimation for Addressing Joint Assumption Violation of Heteroscedasticity and Multicollinearity

  2024cites this paper
• Principal Component Analysis in Linear Regression Survival Model with Microarray Data

  2021cites this paper
• Comparison of Different Parametric Methods in Handling Critical Multicollinearity: Monte Carlo Simulation Study

  2019cites this paper
• Choosing Appropriate Regression Model in the Presence of Multicolinearity

  2019cites this paper
• Handling Critical Multicollinearity Using Parametric Approach

  2019cites this paper
• Continuous separation of land use and climate effects on the past and future water balance

  2018cites this paper
• Computational modeling and study of the anti-cancer activity of novel NSAID 1-acyl-4-cycloalkyl/arylsemicarbazide and 1-acyl-5-benzyloxy/hydroxy carbamoylcarbazide derivatives using molecular docking and molecular dynamics simulations

  2018cites this paper
• A solution for multicollinearity in stochastic frontier production function models

  2017cites this paper
• Weighted Orthogonal Components Regression Analysis

  2017influential citation
• Simultaneous dimension reduction and variable selection in modeling high dimensional data

  2017cites this paper
• Pre-tuned Principal Component Regression and Several Variants

  2016cites this paper
• The principal correlation components estimator and its optimality

  2016cites this paper
• Overview and Recent Advances in QSAR Studies

  2016cites this paper
• On the Selection of Common Factors for Macroeconomic Forecasting

  2015cites this paper
• The principal correlation components estimator and its optimality

  2015cites this paper
• Controls on Spatial and Temporal Variability in Northern Hemisphere Terrestrial Snow Melt Timing, 1979–2012

  2015cites this paper
• PREDICTIVE COMPARATIVE QSAR ANALYSIS OF AS NITROTRIAZOLE- AND IMIDAZOLE-BASED AMIDES DERIVATIVES MYCOBACTERIUM TUBERCULOSIS H37RV INHIBITORS

  2015cites this paper
• Characteristics of potato contract producers in the South African potato processing industry

  2014cites this paper
• Predictive Comparative QSAR analysis of Sulfathiazole Analogues as Mycobacterium Tuberculosis H37RV Inhabitors

  2014cites this paper
• A Note on Partial Least Squares Regression for Multicollinearity (A Comparative Study)

  2014cites this paper
• Foreign investment and institutional reform: Portugal in European perspective

  2013cites this paper
• Foreign direct investment and institutional reform: evidence and an application to Portugal

  2013cites this paper
• Dimension reduction in regression

  2013cites this paper
• Predictive Comparative QSAR Analysis Of As 5-Nitofuran-2-YL Derivatives Myco bacterium tuberculosis H37RV Inhibitors Bacterium Tuberculosis H37RV Inhibitors

  2013cites this paper
• Perception and preparedness of stakeholders at hospitals to utilize a paperless environment.

  2013cites this paper
• Predicting Job Wait Time in Grid Environment by Applying Machine Learning Methods on Historical Information

  2012cites this paper
• Using the QICAR Model to Correlate Metal Ion Characteristics with Toxicity Order Numbers

  2012cites this paper
• The use of principal component analysis for predicting genomic breeding values

  2012cites this paper
• Bayesian principal component regression with data-driven component selection

  2012influential citation
• Forecasting using principal components from many predictors

  2011cites this paper
• Invisible fence methods and the identification of differentially expressed gene sets

  2011cites this paper
• FDI and institutional reform in Portugal

  2011cites this paper
• Economic and institutional determinants of FDI: an application to the Portuguese case

  2011cites this paper
• Determination of glucose concentration from near-infrared spectra using principle component regression coupled with digital bandpass filter

  2010cites this paper
• Development and Implementation of an Online Kraft Black Liquor Viscosity Soft Sensor

  2010cites this paper
• Some Notes on the Nonnegative Garrote

  2010cites this paper
• Principal Components Regression Methods

  2009cites this paper
• Partial quantile regression

  2009cites this paper
• Modern Multivariate Statistical Techniques: Regression, Classification, and Manifold Learning

  2008cites this paper
• Kombinasi Spektrum Ultraviolet dan Model Kalibrasi Multivariat untuk Penentuan Simultan Kafein, vitamin B1, B2, dan B6

  2008cites this paper
• Partial Least Squares Regression (PLS)

  2008cites this paper
• Fisher Lecture: Dimension Reduction in Regression1,2

  2007cites this paper
• Fisher Lecture: Dimension Reduction in Regression

  2007cites this paper
• A Comparative Study On Some Methods For Handling Multicollinearity Problems

  2006cites this paper
• Regression with Signals and Images as Predictors

  2006cites this paper
• Optimal design and control of a spray drying process that manufactures hollow micro-particles

  2006cites this paper
• Statistical methods for microarray data

  2006cites this paper
• Additive Risk Models for Survival Data with High‐Dimensional Covariates

  2006cites this paper
• Mapping QTLs and QTL × environment interaction for CIMMYT maize drought stress program using factorial regression and partial least squares methods

  2006cites this paper
• Integrating high-throughput characterization into combinatorial heterogeneous catalysis: unsupervised construction of quantitative structure/property relationship models

  2005cites this paper
• Comparisons of Forecasting Methods with Many Predictors

  2005cites this paper
• Marker-assisted selection and prediction of hybrid performance in maize

  2004cites this paper
• ASYMPTOTIC PRINCIPAL COMPONENTS ESTIMATION OF LARGE FACTOR MODELS

  2003cites this paper
• econstor Make Your Publications Visible . A Service of zbw

  2003cites this paper