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This book is a collection of introductory, interdisciplinary articles and lectures covering the fundamentals of the maximum entropy approach, a powerful new technique that provides a much needed extension of the established principles of rational inference in the sciences. Maximum entropy allows the interpretation of incomplete and "noisy" data, providing a description of the underlying physical systems. It has found application in both practical and theoretical studies ranging from image enhancement to nuclear physics, and from statistical mechanics to economics. The work explores these applications with specific problems of data analysis taken from the physical sciences. It will interest all physical scientists who deal with data and its interpretation, including statisticians and statistical physicists.

Statistical physics --- Mathematical physics --- Maximum entropy method --- Bayesian statistical decision theory --- Bayesian statistical decision theory. --- Maximum entropy method.

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Bayesian statistical decision theory --- Inverse problems (Differential equations) --- Maximum entropy method --- Spectral theory (Mathematics) --- Congresses.

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Quantitative methods (economics) --- Business forecasting --- Econometrics --- Mathematical models --- 330.101 --- Economic forecasting --- -Econometrics --- #SBIB:303H11 --- #SBIB:33H031 --- AA / International- internationaal --- 331.061 --- 330.3 --- 303.5 --- 330.015195 --- Economics, Mathematical --- Statistics --- Economics --- Forecasting --- Economic indicators --- Economische analyse. Economische methodologie. Economische onderzoeksmethoden--(theoretische economie) --- Econometric models --- Methoden en technieken: economische wetenschappen --- Economie: operationeel onderzoek --- Economische vooruitzichten. --- Methode in staathuishoudkunde. Statische, dynamische economie. Modellen. Experimental economics. --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek). --- Econometrics. --- Econometric models. --- 330.101 Economische analyse. Economische methodologie. Economische onderzoeksmethoden--(theoretische economie) --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Methode in staathuishoudkunde. Statische, dynamische economie. Modellen. Experimental economics --- Economische vooruitzichten --- Business forecasting - Mathematical models --- ECONOMETRIE --- PREVISION ECONOMIQUE

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Analyse chronologique (Statistique) --- Analyse de séries chronologiques --- Analyse en série chronologique --- Analysis of time series --- Chroniques (Statistique) --- Chroniques [Statistique des ] --- Prediction theory --- Prevision [Theorie de la ] --- Regressie-analyse --- Regression [Analyse de ] --- Regression analysis --- Série chronologique --- Série temporelle --- Séries chronologiques --- Séries chronologiques [Analyse des ] --- Séries temporelles --- Tijdreeksenanalyse --- Time-series analysis --- Voorspellingtheorie --- Prévision, Théorie de la --- Analyse de régression --- Regression Analysis --- 303.72 --- #SBIB:303H520 --- AA / International- internationaal --- 331.061 --- 304.5 --- 303.5 --- 304.0 --- 519.55 --- Forecasting theory --- Stochastic processes --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Autocorrelation (Statistics) --- Harmonic analysis --- Mathematical statistics --- Probabilities --- Vormen van analyse --(sociaal onderzoek) --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Economische vooruitzichten. --- Techniek van de statistische-econometrische voorspellingen. Prognose in de econometrie. --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek). --- Zuivere statistische analyse (algemene naslagwerken). Tijdreeksen. --- Prediction theory. --- Regression analysis. --- Time-series analysis. --- 303.72 Vormen van analyse --(sociaal onderzoek) --- Prévision, Théorie de la --- Analyse de régression --- Série chronologique --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Zuivere statistische analyse (algemene naslagwerken). Tijdreeksen --- Techniek van de statistische-econometrische voorspellingen. Prognose in de econometrie --- Economische vooruitzichten