Concepedia

Alison J. Burnham

AJ

Statistics

Publications

4

Citations

512

H-Index

4

Active since

1996

Affiliations

McMaster University(Current)

Alison J. Burnham is an author at McMaster University specializing in statistics, statistical inference, and latent structure.

Top concepts

StatisticsLatent StructureMultivariate AnalysisStatistical InferenceRegressionEngineeringData ScienceBiostatisticsLatent Variable MethodsFunctional Data Analysis

Publications per year

1996–2001

4

Publications

4

Frameworks for latent variable multivariate regression

Alison J. Burnham, R. Viveros, John F. MacGregor · Journal of Chemometrics · 1996 · 274 citations

Latent Modeling, Engineering, High-dimensional Method +13

Latent variable multivariate regression modeling

Alison J. Burnham, John F. MacGregor, R. Viveros · Chemometrics and Intelligent Laboratory Systems · 1999 · 152 citations

Latent Modeling, Latent Structure, Latent Variable Model +2

Interpretation of regression coefficients under a latent variable regression model

Alison J. Burnham, John F. MacGregor, R. Viveros · Journal of Chemometrics · 2001 · 50 citations

Latent Modeling, Estimation Statistic, Regression Coefficients +15

A statistical framework for multivariate latent variable regression methods based on maximum likelihood

Alison J. Burnham, John F. MacGregor, R. Viveros · Journal of Chemometrics · 1999 · 36 citations

Latent Modeling, Statistical Framework, Engineering +14

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