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Bagged neural networks for forecasting Polish (low) inflation
16 references·0 citing·45 second hop
Bagged neural networks for forecasting Polish (low) inflation (2019)Bagged neural networks for forecasting Po…A two-step estimator for large approximate dynamic factor models based on Kalman filtering (2011)A two-step estimator for larg…An Empirical Comparison of Machine Learning Models for Time Series Forecasting (2010)An Empirical Comparison of Ma…Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence (2008)Central Bank Communication an…Why Has U.S. Inflation Become Harder to Forecast? (2007)Why Has U.S. Inflation Become…Do macro variables, asset markets, or surveys forecast inflation better? (2007)Do macro variables, asset mar…Tests of Conditional Predictive Ability (2006)Tests of Conditional Predicti…Chapter 4 Forecast Combinations (2006)Chapter 4 Forecast Combinatio…Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach (2005)Measuring the Effects of Mone…A Test for Superior Predictive Ability (2005)A Test for Superior Predictiv…Combination forecasts of output growth in a seven‐country data set (2004)Combination forecasts of outp…Determining the Number of Factors in Approximate Factor Models (2002)Determining the Number of Fac…Are Phillips Curves Useful for Forecasting Inflation? (2001)Are Phillips Curves Useful fo…Forecasting inflation (1999)Forecasting inflationForecasting with artificial neural networks: (1998)Forecasting with artificial n…Comparing Predictive Accuracy (1995)Comparing Predictive AccuracyComparing Predictive Accuracy (1994)Comparing Predictive AccuracyTime Series Analysis: Forecasting and Control (1977)Autoregressive 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)Tests for Unit Roots: A Monte Carlo Investigation (1989)Inferential Theory for Factor Models of Large Dimensions (2003)A PANIC Attack on Unit Roots and Cointegration (2004)Panel Data Models With Interactive Fixed Effects (2009)The Combination of Forecasts (1969)Combining forecasts: A review and annotated bibliography (1989)The M3-Competition: results, conclusions and implications (2000)Out-of-Sample Equity Premium Prediction: Combination Forecasts and Links to the Real Economy (2009)Investor Sentiment Aligned: A Powerful Predictor of Stock Returns (2014)Forecasting: theory and practice (2022)The Science of Monetary Policy: A New Keynesian Perspective (1999)Maps of Bounded Rationality: Psychology for Behavioral Economics (2003)INTEREST AND PRICES: FOUNDATIONS OF A THEORY OF MONETARY POLICY (2005)MACROPRUDENTIAL POLICY – A LITERATURE REVIEW (2010)The Pre-FOMC Announcement Drift (2012)The Transmission of Monetary Policy Shocks (2017)Macroeconomics and Reality (1980)Inside the Black Box: The Credit Channel of Monetary Policy Transmission (1995)Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy (2005)Large Bayesian vector auto regressions (2009)High Frequency Identification of Monetary Non-Neutrality: The Information Effect (2013)Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound (2016)Risk, Return, and Equilibrium: Empirical Tests (1973)Macroeconomic Forecasting Using Diffusion Indexes (2002)Volatility forecast comparison using imperfect volatility proxies (2010)Tests for Parameter Instability and Structural Change With Unknown Change Point (1993)Has the Business Cycle Changed and Why? (2002)Risk Matters: The Real Effects of Volatility Shocks (2011)Risk Premiums in Dynamic Term Structure Models with Unspanned Macro Risks (2013)Government Spending Multipliers in Good Times and in Bad: Evidence from US Historical Data (2017)Interpreting the macroeconomic time series facts (1992)Efficient Tests for an Autoregressive Unit Root (1996)Postwar U.S. Business Cycles: An Empirical Investigation (1997)Answering the Skeptics: Yes, Standard Volatility Models do Provide Accurate Forecasts (1998)A Comprehensive Look at The Empirical Performance of Equity Premium Prediction (2007)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Testing the equality of prediction mean squared errors (1997)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

  • 1994Comparing Predictive Accuracy5,495 cited
  • 1995Comparing Predictive Accuracy5,214 cited
  • 1998Forecasting with artificial neural networks:4,225 cited
  • 2002Determining the Number of Factors in Approximate Factor Models4,110 cited
  • 2005Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach1,852 cited
  • 2007Why Has U.S. Inflation Become Harder to Forecast?1,719 cited
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  • 2008Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence1,391 cited
  • 2006Chapter 4 Forecast Combinations1,318 cited
  • 1999Forecasting inflation1,273 cited
  • 2005A Test for Superior Predictive Ability1,227 cited
  • 2004Combination forecasts of output growth in a seven‐country data set1,138 cited
  • 2007Do macro variables, asset markets, or surveys forecast inflation better?801 cited
  • 2010An Empirical Comparison of Machine Learning Models for Time Series Forecasting793 cited
  • 2001Are Phillips Curves Useful for Forecasting Inflation?731 cited
  • 2011A two-step estimator for large approximate dynamic factor models based on Kalman filtering

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