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A synthesis of the authors' groundbreaking econometric research on automatic model selection, which uses powerful computational algorithms and theory evaluation.
Econometrics --- Computer programs. --- Methodology. --- Economics, Mathematical --- Statistics --- Computer programs --- Methodology --- E-books --- ECONOMICS/General --- Econometrics - Computer programs --- Econometrics - Methodology
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Econometric models - Data processing --- Econometrics - Computer programs --- Monte Carlo method - Computer programs --- Econometric models. --- Modèles économétriques. --- Data processing. --- Informatique. --- Econometrics --- Économétrie. --- Monte Carlo method --- Computer programs. --- PcGive. --- Logiciels. --- Econometric models
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Microeconomics --- Econometrics --- Econometric models --- Computer programs --- -Econometrics --- -AA / International- internationaal --- 303.8 --- #SBIB:303H4 --- #SBIB:303H520 --- 519.5 --- Economics, Mathematical --- Statistics --- Price theory --- Economics --- Econometrische behandeling van een onderwerp. --- Informatica in de sociale wetenschappen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Stata --- Econometria. --- Microeconomia. --- Econometrische modellen. --- Micro-economie. --- Computer programs. --- Econometric models. --- Stata. --- Micro-economie --- AA / International- internationaal --- Econometrische behandeling van een onderwerp --- Microeconomics - Econometric models --- Econometrics - Computer programs
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Quantitative methods (economics) --- Programming --- Mathematical statistics --- Econometrics --- Computer programs. --- Stata. --- Computer programs --- Stata --- Dataprocessing. --- Econometrie. --- Software. --- Econométrie --- Logiciels --- AA / International- internationaal --- 303.0 --- 303.8 --- -519.5 --- Economics, Mathematical --- Statistics --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken). --- Econometrische behandeling van een onderwerp. --- Econométrie --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken) --- Econometrische behandeling van een onderwerp --- Econometrics - Computer programs --- Analyse de données --- Séries temporelles --- Programme informatique (STATA) --- -Computer programs
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Econometric theory, as presented in textbooks and the econometric literature generally, is a somewhat disparate collection of findings. Its essential nature is to be a set of demonstrated results that increase over time, each logically based on a specific set of axioms or assumptions, yet at every moment, rather than a finished work, these inevitably form an incomplete body of knowledge. The practice of econometric theory consists of selecting from, applying, and evaluating this literature, so as to test its applicability and range. The creation, development, and use of computer software has led applied economic research into a new age. This book describes the history of econometric computation from 1950 to the present day, based upon an interactive survey involving the collaboration of the many econometricians who have designed and developed this software. It identifies each of the econometric software packages that are made available to and used by economists and econometricians worldwide.
Econometrics -- Computer programs. --- Econometrics. --- Economics. --- Economic Theory --- Business & Economics --- Econometrics --- Computer programs. --- Applied mathematics. --- Engineering mathematics. --- Game theory. --- Probabilities. --- Statistics. --- Applications of Mathematics. --- Probability Theory and Stochastic Processes. --- Statistics for Business/Economics/Mathematical Finance/Insurance. --- Game Theory, Economics, Social and Behav. Sciences. --- Statistical Theory and Methods. --- Economics, Mathematical --- Statistics --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Mathematical statistics --- Risk --- Games, Theory of --- Theory of games --- Mathematical models --- Engineering --- Engineering analysis --- Mathematical analysis
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"Handbook of Computational Econometrics examines the state of the art of computational econometrics and provides exemplary studies dealing with computational issues arising from a wide spectrum of econometric fields including such topics as bootstrapping, the evaluation of econometric software, and algorithms for control, optimization, and estimation. Each topic is fully introduced before proceeding to a more in-depth examination of the relevant methodologies and valuable illustrations. This book: Provides self-contained treatments of issues in computational econometrics with illustrations and invaluable bibliographies. Brings together contributions from leading researchers. Develops the techniques needed to carry out computational econometrics. Features network studies, non-parametric estimation, optimization techniques, Bayesian estimation and inference, testing methods, time-series analysis, linear and nonlinear methods, VAR analysis, bootstrapping developments, signal extraction, software history and evaluation. This book will appeal to econometricians, financial statisticians, econometric researchers and students of econometrics at both graduate and advanced undergraduate levels"--Provided by publisher. "This project's main focus is to provide a handbook on all areas of computing that have a major impact, either directly or indirectly, on econometric techniques and modelling. The book sets out to introduce each topic along with a more in-depth look at methodologies used in computational econometrics, to include use of econometric software and evaluation, bootstrap testing, algorithms for control and optimization and looks at recent computational advances"--Provided by publisher.
Econometrics --- Economics --- Computer programs --- Statistical methods --- Data processing --- 330.01519 --- 305.970 --- 305.971 --- 330.3 --- AA / International- internationaal --- Economic statistics --- Economics, Mathematical --- Statistics --- Algemeenheden: Autoregression and moving average representation. ARIMA. ARMAX. Lagrange multiplier. Wald. Function (mis) specification. Autocorrelation. Homoscedasticity. Heteroscedasticity. ARCH. GARCH. Integration and co-integration. Unit roots --- Speciale gevallen in econometrische modelbouw --- Methode in staathuishoudkunde. Statische, dynamische economie. Modellen. Experimental economics --- Econometrics - Computer programs --- Economics - Statistical methods --- Econometrics - Data processing
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This text presents an introduction to microeconometrics and how to do microeconometric research using Stata. The authors address each topic with an in-depth Stata example and demonstrate how to use Stata's programming features to implement methods for which Stata does not have a specific command.
Quantitative methods in social research --- Quantitative methods (economics) --- Microeconomics --- Microéconomie --- Econometric models. --- Modèles économétriques --- Econometrics --- Econometric models --- Computer programs --- Computer programs. --- Stata. --- -Econometrics --- -AA / International- internationaal --- 303.0 --- #SBIB:303H4 --- #SBIB:303H520 --- 330.115 --- 519.5 --- Economics, Mathematical --- Statistics --- Price theory --- Economics --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken). --- Informatica in de sociale wetenschappen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Econometrie --- Stata --- Business & Economics --- Economic Theory --- 330.115 Econometrie --- Microéconomie --- Modèles économétriques --- AA / International- internationaal --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken) --- Kwantitatieve sociologische onderzoeksmethoden --- Micro-economie --- Kwantitatieve methoden (economie) --- Microeconomics - Econometric models --- Econometrics - Computer programs
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