Notes on the history and nature of partial least squares (PLS) modelling

Applied Regression Analysis

2005 • 18,630 citations

Applied Regression Analysis

1982 • 5,757 citations

Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-Voice Theory

1982 • 3,220 citations

The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

1984 • 2,379 citations

The Method of Path Coefficients

1934 • 2,246 citations

Path Analysis: Sociological Examples

1966 • 1,261 citations

Pattern recognition by means of disjoint principal components models

1976 • 1,117 citations

The multivariate calibration problem in chemistry solved by the PLS method

1983 • 1,101 citations

The International Encyclopedia of Education

1994 • 836 citations

Systems under indirect observation : causality, structure, prediction

1982 • 834 citations

Path Models with Latent Variables: The NIPALS Approach

1975 • 757 citations

Multi-way principal components-and PLS-analysis

1987 • 715 citations

A Study in the Analysis of Stationary Time Series

1955 • 705 citations

A Second Generation of Multivariate Analysis

1982 • 701 citations

Sociological Methodology, 1969

1972 • 655 citations

A Study in Analysis of Stationary Time Series.

1939 • 597 citations

SIMCA: A Method for Analyzing Chemical Data in Terms of Similarity and Analogy

1977 • 560 citations

Partial least squares analysis with cross‐validation for the two‐class problem: A Monte Carlo study

1987 • 460 citations

Advances in Developmental Psychology

2013 • 448 citations

A theoretical foundation for the PLS algorithm

1987 • 437 citations

Partial least-squares method for spectrofluorimetric analysis of mixtures of humic acid and lignin sulfonate

1983 • 428 citations

Analysis of two partial-least-squares algorithms for multivariate calibration

1987 • 348 citations

Some comments on maximum likelihood and partial least squares methods

1983 • 273 citations

Food Research and Data Analysis.

1983 • 265 citations

Causal flows with latent variables

1974 • 248 citations

A multivariate calibration problem in analytical chemistry solved by partial least-squares models in latent variables

1983 • 247 citations

Research Papers in Statistics

1967 • 208 citations

Partial least-squares path modelling with latent variables

1979 • 190 citations

Comparison of prediction methods for multicollinear data

1985 • 172 citations

Multivariate Analysis

2021 • 116 citations

Sensory Quality in Foods and Beverages; definition, measurement and control

1984 • 111 citations

Intermediate least squares regression method

1987 • 103 citations

Multicollinearity in Structural Equation Models with Unobservable Variables

1982 • 78 citations

Prediction of Product Quality from Spectral Data Using the Partial Least-Squares Method

1984 • 72 citations

Partial least squares solutions for multicomponent analysis

1983 • 65 citations

A fix-point theorem with econometric background: Part I. The theorem

1966 • 50 citations

Multicollinearity in Structural Equation Models with Unobservable Variables

1982 • 45 citations

Multivariate calibration of an x-ray diffractometer by partial least squares regression

1987 • 37 citations

Preference of cauliflower related to sensory descriptive variables by partial least squares (PLS) regression

1983 • 35 citations

The Making of Statisticians.

1984 • 23 citations

Soft modelling and chemosystematics

1987 • 19 citations

PLS Path Modelling with Latent Variables: Analysing School Survey Data Using Partial Least Squares‐Part II^1,2

1980 • 19 citations

Data Analysis by Partial Least Squares

1980 • 18 citations

On the Transition from Pattern Cognition to Model Building

1977 • 17 citations

Latent variables in linear stochastic models : refletions on "maximum likelihood" and "partial least squares" methods

1985 • 16 citations

THE PARTIAL LEAST SQUARES APPROACH TO PATH MODELS OF INDIRECTLY OBSERVED VARIABLES WITH MULTIPLE INDICATORS.

1978 • 12 citations

Quantitative Wirtschaftsforschung : Wilhelm Krelle zum 60. Geburtstag

1977 • 9 citations

Predicting oil-well permeability and porosity from wire-line petrophysical logs — a feasibility study using partial least squares regression

1987 • 7 citations

Des modèles avec des variables non-observables —La méthode PLS

1981 • 5 citations

Recent Developments in Categorical Data Analysis by PLS

1985 • 5 citations