Functional regression of continuous state distributions
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DOI: 10.1016/j.jeconom.2011.09.024
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Citations
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- Yoosoon Chang & Robert K. Kaufmann & Chang Sik Kim & J. Isaac Miller & Joon Y. Park & Sungkeun Park, 2015. "Time Series Analysis of Global Temperature Distributions: Identifying and Estimating Persistent Features in Temperature Anomalies," Working Papers 1513, Department of Economics, University of Missouri, revised 25 Jul 2016.
- Benatia, David & Carrasco, Marine & Florens, Jean-Pierre, 2017.
"Functional linear regression with functional response,"
Journal of Econometrics, Elsevier, vol. 201(2), pages 269-291.
- David Benatia & Marine Carrasco & Jean-Pierre Florens, 2017. "Functional linear regression with functional response," Post-Print hal-03523162, HAL.
- Won-Ki Seo, 2020. "Functional Principal Component Analysis for Cointegrated Functional Time Series," Papers 2011.12781, arXiv.org, revised Apr 2023.
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"Trends in distributional characteristics: Existence of global warming,"
Journal of Econometrics, Elsevier, vol. 214(1), pages 153-174.
- Gadea Rivas, María Dolores, 2017. "Trends in distributional characteristics : Existence of global warming," UC3M Working papers. Economics 24121, Universidad Carlos III de Madrid. Departamento de EconomÃa.
- Yoosoon Chang & Ana María Herrera & Elena Pesavento, 2023.
"Oil prices uncertainty, endogenous regime switching, and inflation anchoring,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(6), pages 820-839, September.
- Yoosoon Chang & Ana MarÃa Herrera & Elena Pesavento, 2023. "Oil Prices Uncertainty, Endogenous Regime Switching, and Inflation Anchoring," CAMA Working Papers 2023-14, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Yoosoon Chang & Ana Maria Herrera & Elena Pesavento, 2023. "Oil Prices Uncertainty, Endogenous Regime Switching, and Inflation Anchoring," CAEPR Working Papers 2023-002 Classification-C, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
- Yoosoon Chang & Ana MarÃa Herrera & Elena Pesavento, 2023. "Oil Prices Uncertainty, Endogenous Regime Switching, and Inflation Anchoring," Working Papers No 02/2023, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Yoosoon Chang & Fabio Gómez-Rodríguez & Mr. Gee Hee Hong, 2022. "The Effects of Economic Shocks on Heterogeneous Inflation Expectations," IMF Working Papers 2022/132, International Monetary Fund.
- Imaizumi, Masaaki & Kato, Kengo, 2018. "PCA-based estimation for functional linear regression with functional responses," Journal of Multivariate Analysis, Elsevier, vol. 163(C), pages 15-36.
- Salish, Nazarii & Gleim, Alexander, 2019. "A moment-based notion of time dependence for functional time series," Journal of Econometrics, Elsevier, vol. 212(2), pages 377-392.
- Eduardo García‐Portugués & Javier Álvarez‐Liébana & Gonzalo Álvarez‐Pérez & Wenceslao González‐Manteiga, 2021. "A goodness‐of‐fit test for the functional linear model with functional response," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 48(2), pages 502-528, June.
- Meeks, Roland & Monti, Francesca, 2023.
"Heterogeneous beliefs and the Phillips curve,"
Journal of Monetary Economics, Elsevier, vol. 139(C), pages 41-54.
- Meeks, Roland & Monti, Francesca, 2019. "Heterogeneous beliefs and the Phillips curve," Bank of England working papers 807, Bank of England.
- Roland Meeks & Francesca Monti, 2022. "Heterogeneous Beliefs and the Phillips Curve," CAMA Working Papers 2022-51, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Meeks, Roland & Monti, Francesca, 2022. "Heterogeneous beliefs and the Phillips curve," CEPR Discussion Papers 17537, C.E.P.R. Discussion Papers.
- Yoosoon Chang & Steven N. Durlauf & Seunghee Lee & Joon Y. Park, 2023.
"A Trajectories-Based Approach to Measuring Intergenerational Mobility,"
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31020, National Bureau of Economic Research, Inc.
- Yoosoon Chang & Steven Durlauf & Seunghee Lee & Joon Park, 2023. "A Trajectories-Based Approach to Measuring Intergenerational Mobility," CAEPR Working Papers 2023-004 Classification-C, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
- Won‐Ki Seo, 2024. "Functional principal component analysis for cointegrated functional time series," Journal of Time Series Analysis, Wiley Blackwell, vol. 45(2), pages 320-330, March.
- Yoosoon Chang & J. Isaac Miller & Joon K. Park, 2024.
"Shocking Climate: Identifying Economic Damages from Anthropogenic and Natural Climate Change,"
CAEPR Working Papers
2024-007 Classification-E, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
- Yoosoon Chang & J. Isaac Miller & Joon Y. Park, 2025. "Shocking Climate: Identifying Economic Damages from Anthropogenic and Natural Climate Change," Working Papers 2501, Department of Economics, University of Missouri.
- Hilde C. Bjørnland & Yoosoon Chang & Jamie L. Cross, 2023.
"Oil and the Stock Market Revisited: A Mixed Functional VAR Approach,"
CAMA Working Papers
2023-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Hilde C. Bjornland & Yoosoon Chang & Jamie L. Cross, 2024. "Oil and the Stock Market Revisited: A Mixed Functional VAR Approach," CAEPR Working Papers 2023-005 Classification-1, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
- Hilde C. Bjørnland & Yoosoon Chang & Jamie L. Cross, 2023. "Oil and the Stock Market Revisited: A mixed functional VAR approach," Working Papers No 03/2023, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- ARATA Yoshiyuki, 2017. "A Functional Linear Regression Model in the Space of Probability Density Functions," Discussion papers 17015, Research Institute of Economy, Trade and Industry (RIETI).
- Chang, Yoosoon & Kaufmann, Robert K. & Kim, Chang Sik & Miller, J. Isaac & Park, Joon Y. & Park, Sungkeun, 2020.
"Evaluating trends in time series of distributions: A spatial fingerprint of human effects on climate,"
Journal of Econometrics, Elsevier, vol. 214(1), pages 274-294.
- Yoosoon Chang & Robert K. Kaufmann & Chang Sik Kim & J. Isaac Miller & Joon Y. Park & Sungkeun Park, 2016. "Evaluating trends in time series of distributions: A spatial fingerprint of human effects on climate," Working Papers 1622, Department of Economics, University of Missouri, revised 17 Sep 2018.
- Yoosoon Chang & Soyoung Kim & Joon Y. Park, 2025. "How Do Macroaggregates and Income Distribution Interact Dynamically? A Novel Structural Mixed Autoregression with Aggregate and Functional Variables," Working Papers No 01/2025, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Chang, Yoosoon & Kim, Chang Sik & Park, Joon Y., 2016. "Nonstationarity in time series of state densities," Journal of Econometrics, Elsevier, vol. 192(1), pages 152-167.
- Park, Joon Y. & Shin, Kwanho & Whang, Yoon-Jae, 2010. "A semiparametric cointegrating regression: Investigating the effects of age distributions on consumption and saving," Journal of Econometrics, Elsevier, vol. 157(1), pages 165-178, July.
- Seo, Won-Ki & Beare, Brendan K., 2019. "Cointegrated linear processes in Bayes Hilbert space," Statistics & Probability Letters, Elsevier, vol. 147(C), pages 90-95.
- Haugom, Erik & Lien, Gudbrand & Veka, Steinar & Westgaard, Sjur, 2014. "Covariance estimation using high-frequency data: Sensitivities of estimation methods," Economic Modelling, Elsevier, vol. 43(C), pages 416-425.
- Soobin Kim & Chang Sik Kim, 2010. "Do S&P 500 and KOSPI Move Together?: A Functional Regression Approach," Korean Economic Review, Korean Economic Association, vol. 26, pages 401-430.
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More about this item
Keywords
Functional regression; Time-varying density; Moment dependence;All these keywords.
JEL classification:
- C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
Statistics
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