Numerical methods in economics / Kenneth L. Judd.
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TextLanguage: English Publication details: Cambridge, Mass. : MIT Press, 1998. Description: xiii, 633 p. : ill. ; 24 cmISBN: 0262100711 (hc)Subject(s): Economics -- Statistical methodsDDC classification: 330.015195 JUN LOC classification: HB137 | .J83 1998Online resources: OCLC | Ebook Fulltext | Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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| 330.015195 GUB 2009 Basic econometrics | 330.015195 HSA 2014 Analysis of panel data / | 330.015195 JOE 1997 Econometric methods / | 330.015195 JUN 1998 Numerical methods in economics / | 330.015195 MAI 1992 Introduction to econometrics / | 330.015195 STI 2011 Introduction to econometrics / | 330.015195 WOE 2010 Econometric analysis of cross section and panel data / |
Includes bibliographical references (p. [609]-622) and index.
Part 1 Introduction: introduction; elementary concepts in numerical analysis. Part 2 Basics from numerical analysis on Rn: linear equations and iterative methods; optimization; nonlinear equations; approximation methods; numerical integration and differentiation; Monte Carlo and simulation methods; quasi-Monte Carlo methods. Part 3 Numerical methods for functional problems: finite-difference methods; projection methods for functional equations; numerical dynamic programming. Part 4 Perturbation methods: regular perturbation of simple systems; regular perturbations in multidimensional systems; advanced asymptotic methods. Part 5 Applications to dynamic equilibrium analysis; solution methods for perfect foresight models; solving rational expectations models.
To harness the full power of computer technology, economists need to use a broad range of mathematical techniques. In this book, Kenneth Judd presents techniques from the numerical analysis and applied mathematics literatures and shows how to use them in economic analyses.
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