An investigation of model selection criteria for neural network time series forecasting

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 49.6K citations · Full text

Parameter Estimation, Engineering, Parameter Identification +16

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

Fred S. Guthery, Kenneth P. Burnham, David Anderson · Journal of Wildlife Management · 2003 · 42.1K citations · Full text

Engineering, Likelihood Theory, Biostatistics +7

Modeling by shortest data description

J. Rissanen · Automatica · 1978 · 5.9K citations

Data Representation, Computational Science, Engineering +10

Bayesian Interpolation

David Mackay · Neural Computation · 1992 · 4.3K citations · Full text

Bayesian Statistic, Bayesian Decision Theory, Bayesian Statistics +15

Model Selection and Inference: A Practical Information-Theoretic Approach

Robert L. Strawderman, Kenneth P. Burnham, David R. Anderson · Journal of the American Statistical Association · 2000 · 4.2K citations · Full text