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Chapter 8 Forecasting economic variables with nonlinear models
16 references·14 citing·30 second hop
Chapter 8 Forecasting economic variables with nonlinear models (2006)Chapter 8 Forecasting economic variables …Handbook of Economic Forecasting (2013)Handbook of Economic Forecast…Tests of Conditional Predictive Ability (2006)Tests of Conditional Predicti…Chapter 4 Forecast Combinations (2006)Chapter 4 Forecast Combinatio…Applied Time Series Econometrics (2004)Applied Time Series Econometr…Forecasting Volatility in Financial Markets: A Review (2003)Forecasting Volatility in Fin…Unit-Root Tests and Asymmetric Adjustment With an Example Using the Term Structure of Interest Rates (1998)Unit-Root Tests and Asymmetri…Forecasting with artificial neural networks: (1998)Forecasting with artificial n…Testing the equality of prediction mean squared errors (1997)Testing the equality of predi…Inference When a Nuisance Parameter Is Not Identified Under the Null Hypothesis (1996)Inference When a Nuisance Par…Comparing Predictive Accuracy (1995)Comparing Predictive AccuracyComparing Predictive Accuracy (1994)Comparing Predictive AccuracyA New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle (1989)A New Approach to the Economi…Testing Linearity Against Smooth Transition Autoregressive Models (1988)Testing Linearity Against Smo…Time Series Analysis: Forecasting and Control (1977)Time Series Analysis: Forecas…Time Series Analysis Forecasting and Control (1971)Time Series Analysis Forecast…The Combination of Forecasts (1969)The Combination of ForecastsNonlinear inflation forecasting with recurrent neural networks (2022)Nonlinear inflation forecasti…Forecasting in the Presence of Instabilities: How We Know Whether Models Predict Well and How to Improve Them (2021)Forecasting in the Presence o…Impact of COVID-19 on GDP of major economies: Application of the artificial neural network forecaster (2020)Impact of COVID-19 on GDP of …Forecasting the exchange rate using nonlinear Taylor rule based models (2018)Forecasting the exchange rate…Empowering cash managers to achieve cost savings by improving predictive accuracy (2017)Empowering cash managers to a…Forecasting Macroeconomic Variables Using Neural Network Models and Three Automated Model Selection Techniques (2015)Forecasting Macroeconomic Var…Asymmetric Behaviour of Inflation around the Target in Inflation‐Targeting Countries (2015)Asymmetric Behaviour of Infla…A Quantile Regression Approach to Equity Premium Prediction (2014)A Quantile Regression Approac…Changes in predictive ability with mixed frequency data (2013)Changes in predictive ability…The Evolution of the Phillips Curve: A Modern Time Series Viewpoint (2009)The Evolution of the Phillips…A linear benchmark for forecasting GDP growth and inflation? (2008)A linear benchmark for foreca…Chapter 9 Approximate Nonlinear Forecasting Methods (2006)Chapter 9 Approximate Nonline…Chapter 6 Forecasting with VARMA Models (2006)Chapter 6 Forecasting with VA…Chapter 16 Leading Indicators (2006)Chapter 16 Leading IndicatorsAutoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Managerial Applications of Neural Networks: The Case of Bank Failure Predictions (1992)Financial time series forecasting using support vector machines (2003)Time series forecasting using a hybrid ARIMA and neural network model (2003)DeepAR: Probabilistic forecasting with autoregressive recurrent networks (2019)Trends and random walks in macroeconmic time series (1982)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis (1989)ARCH modeling in finance (1992)Introductory Econometrics for Finance (2008)Risk, Return, and Equilibrium: Empirical Tests (1973)Macroeconomic Forecasting Using Diffusion Indexes (2002)A Test for Superior Predictive Ability (2005)Large Bayesian vector auto regressions (2009)Volatility forecast comparison using imperfect volatility proxies (2010)25 years of time series forecasting (2006)Out-of-Sample Equity Premium Prediction: Combination Forecasts and Links to the Real Economy (2009)A Comprehensive Look at The Empirical Performance of Equity Premium Prediction (2007)Political Parties and Macroeconomic Policy (1977)The accuracy of extrapolation (time series) methods: Results of a forecasting competition (1982)Seasonal integration and cointegration (1990)Threshold effects in non-dynamic panels: Estimation, testing, and inference (1999)Sample Splitting and Threshold Estimation (2000)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Generalized autoregressive conditional heteroskedasticity (1986)Answering the Skeptics: Yes, Standard Volatility Models do Provide Accurate Forecasts (1998)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Consumption, Aggregate Wealth, and Expected Stock Returns (2001)Deep learning with long short-term memory networks for financial market predictions (2017)
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References

  • 1977Time Series Analysis: Forecasting and Control19,200 cited
  • 1989A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle9,681 cited
  • 1994Comparing Predictive Accuracy5,495 cited
  • 1995Comparing Predictive Accuracy5,214 cited
  • 1998Forecasting with artificial neural networks:4,225 cited
  • 1969The Combination of Forecasts3,194 cited
  • 1996Inference When a Nuisance Parameter Is Not Identified Under the Null Hypothesis2,282 cited
  • 1997Testing the equality of prediction mean squared errors2,103 cited
  • 1971Time Series Analysis Forecasting and Control1,792 cited
  • 2006Tests of Conditional Predictive Ability1,667 cited
  • 2003Forecasting Volatility in Financial Markets: A Review1,373 cited
  • 1988Testing Linearity Against Smooth Transition Autoregressive Models1,365 cited
  • 2006Chapter 4 Forecast Combinations1,318 cited
  • 2013Handbook of Economic Forecasting1,216 cited
  • 1998Unit-Root Tests and Asymmetric Adjustment With an Example Using the Term Structure of Interest Rates1,203 cited
  • 2004Applied Time Series Econometrics

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1,200 cited

Cited by

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  • 2013Changes in predictive ability with mixed frequency data61 cited
  • 2008A linear benchmark for forecasting GDP growth and inflation?59 cited
  • 2014A Quantile Regression Approach to Equity Premium Prediction48 cited
  • 2009The Evolution of the Phillips Curve: A Modern Time Series Viewpoint47 cited
  • 2015Forecasting Macroeconomic Variables Using Neural Network Models and Three Automated Model Selection Techniques46 cited
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  • 2017Empowering cash managers to achieve cost savings by improving predictive accuracy27 cited
  • 2015Asymmetric Behaviour of Inflation around the Target in Inflation‐Targeting Countries23 cited
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