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Fundamentals of Ocean Climate Models - Stephen Griffies - Bog - Princeton University Press - Plusbog.dk

Fundamentals of Ocean Climate Models - Stephen Griffies - Bog - Princeton University Press - Plusbog.dk

This book sets forth the physical, mathematical, and numerical foundations of computer models used to understand and predict the global ocean climate system. Aimed at students and researchers of ocean and climate science who seek to understand the physical content of ocean model equations and numerical methods for their solution, it is largely general in formulation and employs modern mathematical techniques. It also highlights certain areas of cutting-edge research. Stephen Griffies presents material that spans a broad spectrum of issues critical for modern ocean climate models. Topics are organized into parts consisting of related chapters, with each part largely self-contained. Early chapters focus on the basic equations arising from classical mechanics and thermodynamics used to rationalize ocean fluid dynamics. These equations are then cast into a form appropriate for numerical models of finite grid resolution. Basic discretization methods are described for commonly used classes of ocean climate models. The book proceeds to focus on the parameterization of phenomena occurring at scales unresolved by the ocean model, which represents a large part of modern oceanographic research. The final part provides a tutorial on the tensor methods that are used throughout the book, in a general and elegant fashion, to formulate the equations.

DKK 926.00
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Bayesian Estimation of DSGE Models - Frank Schorfheide - Bog - Princeton University Press - Plusbog.dk

Bayesian Estimation of DSGE Models - Frank Schorfheide - Bog - Princeton University Press - Plusbog.dk

Dynamic stochastic general equilibrium (DSGE) models have become one of the workhorses of modern macroeconomics and are extensively used for academic research as well as forecasting and policy analysis at central banks. This book introduces readers to state-of-the-art computational techniques used in the Bayesian analysis of DSGE models. The book covers Markov chain Monte Carlo techniques for linearized DSGE models, novel sequential Monte Carlo methods that can be used for parameter inference, and the estimation of nonlinear DSGE models based on particle filter approximations of the likelihood function. The theoretical foundations of the algorithms are discussed in depth, and detailed empirical applications and numerical illustrations are provided. The book also gives invaluable advice on how to tailor these algorithms to specific applications and assess the accuracy and reliability of the computations. Bayesian Estimation of DSGE Models is essential reading for graduate students, academic researchers, and practitioners at policy institutions.

DKK 413.00
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Structural Econometric Modeling in Industrial Organization and Quantitative Marketing - Joonhwi Joo - Bog - Princeton University Press - Plusbog.dk

Structural Econometric Modeling in Industrial Organization and Quantitative Marketing - Joonhwi Joo - Bog - Princeton University Press - Plusbog.dk

A concise and rigorous introduction to widely used approaches in structural econometric modeling Structural econometric modeling specifies the structure of an economic model and estimates the model’s parameters from real-world data. Structural econometric modeling enables better economic theory–based predictions and policy counterfactuals. This book offers a primer on recent developments in these modeling techniques, which are used widely in empirical industrial organization, quantitative marketing, and related fields. It covers such topics as discrete choice modeling, demand modes, estimation of the firm entry models with strategic interactions, consumer search, and theory/empirics of auctions. The book makes highly technical material accessible to graduate students, describing key insights succinctly but without sacrificing rigor.• Concise overview of the most widely used structural econometric models• Rigorous and systematic treatment of the topics, emphasizing key insights• Coverage of demand estimation, estimation of static and dynamic game theoretic models, consumer search, and auctions• Focus on econometric models while providing concise reviews of relevant theoretical models

DKK 389.00
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