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Model Selection and Inference: A Practical Information-Theoretic Approach - Hardcover

Burnham, Kenneth P.; Anderson, David R.

 
9780387985046: Model Selection and Inference: A Practical Information-Theoretic Approach

Inhaltsangabe

Statisticians and applied scientists must often select a model to fit empirical data. This book discusses the philosophy and strategy of selecting such a model using the information theory approach pioneered by Hirotugu Akaike. This approach focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. The book includes practical applications in biology and environmental science.

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