Donald A. Jackson

Stopping Rules in Principal Components Analysis: A Comparison of Heuristical and Statistical Approaches

Donald A. Jackson · Ecology · 1993 · 2.3K citations

Engineering, Education, Principal Components Analysis +20

Illuminating the “black box”: a randomization approach for understanding variable contributions in artificial neural networks

Julian D. Olden, Donald A. Jackson · Ecological Modelling · 2002 · 1.2K citations

Artificial Intelligence, Engineering, Machine Learning +7

What controls who is where in freshwater fish communities the roles of biotic, abiotic, and spatial factors

Donald A. Jackson, Pedro R. Peres‐Neto, Julian D. Olden · Canadian Journal of Fisheries and Aquatic Sciences · 2001 · 1.1K citations

How well do multivariate data sets match? The advantages of a Procrustean superimposition approach over the Mantel test

Pedro R. Peres‐Neto, Donald A. Jackson · Oecologia · 2001 · 950 citations

Engineering, Data Science, Data Sets +7

How many principal components? stopping rules for determining the number of non-trivial axes revisited

Pedro R. Peres‐Neto, Donald A. Jackson, Keith M. Somers · Computational Statistics & Data Analysis · 2004 · 823 citations

Parallel Analysis, Non-trivial Axes, Geometry +6