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Publications by Stephen McIntyre

Hockey Sticks, Principal Components, and Spurious Significance

Geophysical Research Letters
EarthPlanetary SciencesGeophysics
2005English

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Principal Components Regression by Using Generalized Principal Components Analysis

JOURNAL OF THE JAPAN STATISTICAL SOCIETY
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Functional Principal Components

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Variational Principal Components

1999English

Efficient R-Estimation of Principal and Common Principal Components

Journal of the American Statistical Association
UncertaintyStatisticsProbability
2014English

Principal Components: A Descent Algorithm

Journal of Computational Physics
Numerical AnalysisApplied MathematicsSimulationComputer Science ApplicationsModelingComputational MathematicsAstronomyPhysics
2014English

Principal Components Regression With Data Chosen Components and Related Methods

Technometrics
ModelingApplied MathematicsStatisticsProbabilitySimulation
2003English

Illustrative Examples of Principal Components Analysis

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Figure 1: Principal Components (90 Observations, 20 Variables): First Three Principal Components Explains 54.3% of Total Variance.

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Robust Principal Components: A Generalized Variance Perspective

Behavior Research Methods
DevelopmentalArtsPsychologyEducational PsychologyCognitive PsychologyHumanitiesExperimental
2008English

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