Statistical Regression Analysis

This cluster is centered on methodologies in regression analysis, focusing on model diagnostics and evaluation metrics. It aims to improve the statistical robustness of regression models across various applications.

statistical regression
analysis
model diagnostics
metrics
data applications

2,911 papers

Parent topic: Applied Optimization and Material Science

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Papers Over Time

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Top Papers

A Note On A General Definition Of The Coefficient Of Determination

1991 · 4,122 citations

The Collinearity Problem In Linear Regression. The Partial Least Squares (PLS) Approach To Generalized Inverses

1984 · 1,970 citations

A Modified UNIFAC Model. 2. Present Parameter Matrix And Results For Different Thermodynamic Properties

1993 · 1,233 citations

OPLS Discriminant Analysis: Combining The Strengths Of PLS-DA And SIMCA Classification

2006 · 1,134 citations

Partial Least Squares Regression And Projection On Latent Structure Regression (PLS Regression)

2010 · 1,057 citations

Generalized Additive Models: Some Applications

1987 · 624 citations

A Modified Principal Component Technique Based On The LASSO

2003 · 611 citations

Exponentiated Exponential Family: An Alternative To Gamma And Weibull Distributions

2001 · 438 citations

Separation Of Variables

1995 · 410 citations

Generalized Functional Linear Models

2005 · 405 citations

The Henderson-Hasselbalch Equation: Its History And Limitations

2001 · 364 citations

An Optimal Selection Of Regression Variables

1981 · 336 citations

Analysis Of Multiplicative Combination Rules When The Causal Variables Are Measured With Error.

1983 · 284 citations

O2-PLS, A Two-Block (X-Y) Latent Variable Regression (LVR) Method With An Integral OSC Filter

2003 · 281 citations

Vector Generalized Linear And Additive Models

2015 · 266 citations

Notes On The History And Nature Of Partial Least Squares (PLS) Modelling

1988 · 255 citations

Weighting Systems For Linear Functions Of Correlated Variables When There Is No Dependent Variable

1938 · 201 citations

A Strategy That Iteratively Retains Informative Variables For Selecting Optimal Variable Subset In Multivariate Calibration

2014 · 193 citations

The ILWAS Model: Formulation And Application

1985 · 192 citations

A New Formula For Predicting The Shrinkage Of The Coefficient Of Multiple Correlation

1931 · 183 citations