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Multimodel Inference
Article
Article
Multimodel Inference
Kenneth P. Burnham; David R. Anderson · Sociological Methods & Research · 2004
The model selection literature has been generally poor at reflecting the deep foundations of the Akaike information criterion (AIC) and at making appropriate comparisons to the Bayesian information criterion (BIC). There...
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Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
Article
Article
Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
Gordon K. Smyth · Statistical Applications in Genetics and Molecular Biology · 2004
The problem of identifying differentially expressed genes in designed microarray experiments is considered. Lonnstedt and Speed (2002) derived an expression for the posterior odds of differential expression in a replicat...
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