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Recent Advances in Estimating Nonlinear Models: With Applications in Economics and Finance

✍ Scribed by Jared Levant, Jun Ma, Mark E. Wohar (auth.), Jun Ma, Mark Wohar (eds.)


Publisher
Springer-Verlag New York
Year
2014
Tongue
English
Leaves
308
Edition
1
Category
Library

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✦ Synopsis


Nonlinear models have been used extensively in the areas of economics and finance. Recent literature on the topic has shown that a large number of series exhibit nonlinear dynamics as opposed to the alternative--linear dynamics. Incorporating these concepts involves deriving and estimating nonlinear time series models, and these have typically taken the form of Threshold Autoregression (TAR) models, Exponential Smooth Transition (ESTAR) models, and Markov Switching (MS) models, among several others. This edited volume provides a timely overview of nonlinear estimation techniques, offering new methods and insights into nonlinear time series analysis. It features cutting-edge research from leading academics in economics, finance, and business management, and will focus on such topics as Zero-Information-Limit-Conditions, using Markov Switching Models to analyze economics series, and how best to distinguish between competing nonlinear models. Principles and techniques in this book will appeal to econometricians, finance professors teaching quantitative finance, researchers, and graduate students interested in learning how to apply advances in nonlinear time series modeling to solve complex problems in economics and finance.

✦ Table of Contents


Front Matter....Pages i-xvi
Stock Return and Inflation: An Analysis Based on the State-Space Framework....Pages 1-13
Diffusion Index Model Specification and Estimation Using Mixed Frequency Datasets....Pages 15-31
Testing for Neglected Nonlinearity Using Regularized Artificial Neural Networks....Pages 33-57
On the Use of the Flexible Fourier Form in Unit Root Tests, Endogenous Breaks, and Parameter Instability....Pages 59-83
Testing for a Markov-Switching Mean in Serially Correlated Data....Pages 85-97
Nonlinear Time Series Models and Model Selection....Pages 99-121
Nonstationarities and Markov Switching Models....Pages 123-146
Has Wealth Effect Changed Over Time? Evidence from Four Industrial Countries....Pages 147-168
A Simple Specification Procedure for the Transition Function in Persistent Nonlinear Time Series Models....Pages 169-191
Small Area Estimation with Correctly Specified Linking Models....Pages 193-228
Forecasting Stock Returns: Does Switching Between Models Help?....Pages 229-248
The Global Joint Distribution of Income and Health....Pages 249-279
The Non-linear and Linear Impact of Investor Sentiment on Stock Returns: An Empirical Analysis of the US Market....Pages 281-299

✦ Subjects


Econometrics; Statistics for Business/Economics/Mathematical Finance/Insurance; Financial Economics


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