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- Maximum_entropy_spectral_estimation abstract "Maximum entropy spectral estimation is a method of spectral density estimation. The goal is to improve the spectral quality based on the principle of maximum entropy. The method is based on choosing the spectrum which corresponds to the most random or the most unpredictable time series whose autocorrelation function agrees with the known values. This assumption, which corresponds to the concept of maximum entropy as used in both statistical mechanics and information theory, is maximally non-committal with regard to the unknown values of the autocorrelation function of the time series. It is simply the application of maximum entropy modeling to any type of spectrum and is used in all fields where data is presented in spectral form. The usefulness of the technique varies based on the source of the spectral data since it is dependent on the amount of assumed knowledge about the spectrum that can be applied to the model.In maximum entropy modeling, probability distributions are created on the basis of that which is known, leading to a type of statistical inference about the missing information which is called the maximum entropy estimate. For example, in spectral analysis the expected peak shape is often known, but in a noisy spectrum the center of the peak may not be clear. In such a case, inputting the known information allows the maximum entropy model to derive a better estimate of the center of the peak, thus improving spectral accuracy.".
- Maximum_entropy_spectral_estimation wikiPageExternalLink www.spectraworks.com.
- Maximum_entropy_spectral_estimation wikiPageID "11070790".
- Maximum_entropy_spectral_estimation wikiPageLength "3093".
- Maximum_entropy_spectral_estimation wikiPageOutDegree "25".
- Maximum_entropy_spectral_estimation wikiPageRevisionID "595524077".
- Maximum_entropy_spectral_estimation wikiPageWikiLink Autocorrelation.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Category:Entropy.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Category:Information_theory.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Category:Signal_processing.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Category:Spectroscopy.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Category:Time_series_analysis.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Entropy_rate.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Gaussian_function.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Gauss–Markov_process.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Independent_and_identically_distributed_random_variables.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Information_theory.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Principle_of_maximum_entropy.
- Maximum_entropy_spectral_estimation wikiPageWikiLink S._Lawrence_Marple,_Jr..
- Maximum_entropy_spectral_estimation wikiPageWikiLink Spectral_density.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Spectral_density_estimation.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Spectrum.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Stationary_process.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Statistical_inference.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Statistical_mechanics.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Stochastic_process.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Transfer_function.
- Maximum_entropy_spectral_estimation wikiPageWikiLink Variance.
- Maximum_entropy_spectral_estimation wikiPageWikiLinkText "Maximum entropy spectral estimation".
- Maximum_entropy_spectral_estimation wikiPageWikiLinkText "maximum entropy spectral estimation".
- Maximum_entropy_spectral_estimation wikiPageWikiLinkText "maximum entropy".
- Maximum_entropy_spectral_estimation wikiPageUsesTemplate Template:Cite_book.
- Maximum_entropy_spectral_estimation subject Category:Entropy.
- Maximum_entropy_spectral_estimation subject Category:Information_theory.
- Maximum_entropy_spectral_estimation subject Category:Signal_processing.
- Maximum_entropy_spectral_estimation subject Category:Spectroscopy.
- Maximum_entropy_spectral_estimation subject Category:Time_series_analysis.
- Maximum_entropy_spectral_estimation hypernym Method.
- Maximum_entropy_spectral_estimation type Software.
- Maximum_entropy_spectral_estimation type Type.
- Maximum_entropy_spectral_estimation type Econometric.
- Maximum_entropy_spectral_estimation type Field.
- Maximum_entropy_spectral_estimation type Physic.
- Maximum_entropy_spectral_estimation type Process.
- Maximum_entropy_spectral_estimation type Property.
- Maximum_entropy_spectral_estimation type Quantity.
- Maximum_entropy_spectral_estimation type Technique.
- Maximum_entropy_spectral_estimation type Type.
- Maximum_entropy_spectral_estimation comment "Maximum entropy spectral estimation is a method of spectral density estimation. The goal is to improve the spectral quality based on the principle of maximum entropy. The method is based on choosing the spectrum which corresponds to the most random or the most unpredictable time series whose autocorrelation function agrees with the known values.".
- Maximum_entropy_spectral_estimation label "Maximum entropy spectral estimation".
- Maximum_entropy_spectral_estimation sameAs Q6795894.
- Maximum_entropy_spectral_estimation sameAs m.02q_15p.
- Maximum_entropy_spectral_estimation sameAs Q6795894.
- Maximum_entropy_spectral_estimation wasDerivedFrom Maximum_entropy_spectral_estimation?oldid=595524077.
- Maximum_entropy_spectral_estimation isPrimaryTopicOf Maximum_entropy_spectral_estimation.