Model selection in spectroscopic ellipsometry data analysis: Combining an information criteria approach with screening sensitivity analysis
Sign Up to like & getrecommendations! Published in 2017 at "Applied Surface Science"
DOI: 10.1016/j.apsusc.2016.09.139
Abstract: Abstract In the field of optical metrology, the selection of the best model to fit experimental data is absolutely nontrivial problem. In practice, this is a very subjective and formidable task which highly depends on… read more here.
Keywords: analysis; model; model selection; information criteria ... See more keywords
Comparing Partitioned Models to Mixture Models: Do Information Criteria Apply?
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DOI: 10.1093/sysbio/syac003
Abstract: Abstract The use of information criteria to distinguish between phylogenetic models has become ubiquitous within the field. However, the variety and complexity of available models are much greater now than when these practices were established.… read more here.
Keywords: information; models mixture; information criteria; comparing partitioned ... See more keywords
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2016.2620965
Abstract: Model selection in tensor decomposition is important for real applications if the rank of the original data tensor is unknown and the observed tensor is noisy. In the Tucker model, the minimum description length (MDL)… read more here.
Keywords: robust multilinear; tensor; information criteria; decomposition ... See more keywords