Estimation and decomposition of food price inflation risk
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DOI: 10.1007/s10260-021-00574-6
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- Giordani, Paolo & Soderlind, Paul, 2003.
"Inflation forecast uncertainty,"
European Economic Review, Elsevier, vol. 47(6), pages 1037-1059, December.
- Giordani, Paolo & Soderlind, Paul, 2000. "Inflation Forecast Uncertainty," SSE/EFI Working Paper Series in Economics and Finance 384, Stockholm School of Economics, revised 06 Nov 2001.
- Söderlind, Paul, 2000. "Inflation Forecast Uncertainty," CEPR Discussion Papers 2499, C.E.P.R. Discussion Papers.
- Moser, Gabriel & Rumler, Fabio & Scharler, Johann, 2007.
"Forecasting Austrian inflation,"
Economic Modelling, Elsevier, vol. 24(3), pages 470-480, May.
- Gabriel Moser & Fabio Rumler & Johann Scharler, 2004. "Forecasting Austrian Inflation," Working Papers 91, Oesterreichische Nationalbank (Austrian Central Bank).
- Mr. Shaun K. Roache, 2010. "What Explains the Rise in Food Price Volatility?," IMF Working Papers 2010/129, International Monetary Fund.
- Klein, Benjamin, 1977. "The Demand for Quality-adjusted Cash Balances: Price Uncertainty in the U.S. Demand for Money Function," Journal of Political Economy, University of Chicago Press, vol. 85(4), pages 691-715, August.
- Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
- Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
- Omotosho, Babatunde S. & Doguwa, Sani I., 2012. "Understanding the dynamics of inflation volatility in Nigeria: A GARCH perspective," MPRA Paper 96125, University Library of Munich, Germany.
- Minot, Nicholas, 2014.
"Food price volatility in sub-Saharan Africa: Has it really increased?,"
Food Policy, Elsevier, vol. 45(C), pages 45-56.
- Minot, Nicholas, 2012. "Food price volatility in sub-Saharan Africa: Has it really increased?," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 134146, International Association of Agricultural Economists.
- Jones, Paul M. & Olson, Eric, 2013. "The time-varying correlation between uncertainty, output, and inflation: Evidence from a DCC-GARCH model," Economics Letters, Elsevier, vol. 118(1), pages 33-37.
- Christopher Gilbert & Wyn Morgan, 2010. "Has food price volatility risen?," Department of Economics Working Papers 1002, Department of Economics, University of Trento, Italia.
- Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
- Robert Engle, 2004.
"Risk and Volatility: Econometric Models and Financial Practice,"
American Economic Review, American Economic Association, vol. 94(3), pages 405-420, June.
- Engle III, Robert F., 2003. "Risk and Volatility: Econometric Models and Financial Practice," Nobel Prize in Economics documents 2003-4, Nobel Prize Committee.
- Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
- Christopher Herrington & Yash P. Mehra, 2008. "On the sources of movements in inflation expectations : a few insights from a VAR model," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 94(Spr), pages 121-146.
- Bollerslev, Tim, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- repec:bla:intfin:v:2:y:1999:i:1:p:117-38 is not listed on IDEAS
- Luc Bauwens & Sébastien Laurent & Jeroen V. K. Rombouts, 2006.
"Multivariate GARCH models: a survey,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109, January.
- Sébastien Laurent & Luc Bauwens & Jeroen V. K. Rombouts, 2006. "Multivariate GARCH models: a survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 79-109.
- BAUWENS, Luc & LAURENT, Sébastien & ROMBOUTS, Jeroen, 2003. "Multivariate GARCH models: a survey," LIDAM Discussion Papers CORE 2003031, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- BAUWENS, Luc & LAURENT, Sébastien & ROMBOUTS, Jeroen VK, 2006. "Multivariate GARCH models: a survey," LIDAM Reprints CORE 1847, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Sirr, Gordon & Garvey, John & Gallagher, Liam, 2011. "Emerging markets and portfolio foreign exchange risk: An empirical investigation using a value-at-risk decomposition technique," Journal of International Money and Finance, Elsevier, vol. 30(8), pages 1749-1772.
- Khan, Mohsin S, 1977. "The Variability of Expectations in Hyperinflations," Journal of Political Economy, University of Chicago Press, vol. 85(4), pages 817-827, August.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-263, July.
- Francis X. Diebold & Roberto S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
- Ruth Judson & Athanasios Orphanides, 1999.
"Inflation, Volatility and Growth,"
International Finance, Wiley Blackwell, vol. 2(1), pages 117-138, April.
- Ruth A. Judson & Athanasios Orphanides, "undated". "Inflation, Volatility, and Growth," Finance and Economics Discussion Series 1996-19, Board of Governors of the Federal Reserve System (U.S.), revised 10 Dec 2019.
- Ruth A. Judson & Athanasios Orphanides, 1996. "Inflation, volatility and growth," Finance and Economics Discussion Series 96-19, Board of Governors of the Federal Reserve System (U.S.).
- Apergis, Nicholas & Rezitis, Anthony, 2011.
"Food Price Volatility and Macroeconomic Factors: Evidence from GARCH and GARCH-X Estimates,"
Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 43(1), pages 95-110, February.
- Apergis, Nicholas & Rezitis, Anthony N., 2011. "Food Price Volatility and Macroeconomic Factors: Evidence from GARCH and GARCH-X Estimates," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(1), pages 1-16, February.
- Patton, Andrew J., 2011.
"Volatility forecast comparison using imperfect volatility proxies,"
Journal of Econometrics, Elsevier, vol. 160(1), pages 246-256, January.
- Andrew Patton, 2006. "Volatility Forecast Comparison using Imperfect Volatility Proxies," Research Paper Series 175, Quantitative Finance Research Centre, University of Technology, Sydney.
- Fountas, Stilianos & Karanasos, Menelaos & Kim, Jinki, 2002.
"Inflation and output growth uncertainty and their relationship with inflation and output growth,"
Economics Letters, Elsevier, vol. 75(3), pages 293-301, May.
- Fountas, Stilianos & Karanasos,Menelaos, 2001. "Inflation and Output Growth Uncertainty and their Relationship with Inflation and Output Growth," Working Papers 0053, National University of Ireland Galway, Department of Economics, revised 2001.
- Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993.
"On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks,"
Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
- Lawrence R. Glosten & Ravi Jagannathan & David E. Runkle, 1993. "On the relation between the expected value and the volatility of the nominal excess return on stocks," Staff Report 157, Federal Reserve Bank of Minneapolis.
- T. Jeffrey Wilks & Mark F. Zimbelman, 2004. "Decomposition of Fraud†Risk Assessments and Auditors' Sensitivity to Fraud Cues," Contemporary Accounting Research, John Wiley & Sons, vol. 21(3), pages 719-745, September.
- M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
- Michal Andrle & Mr. Andrew Berg & Rogelio Morales & Mr. Rafael A Portillo & Mr. Jan Vlcek, 2013. "Forecasting and Monetary Policy Analysis in Low-Income Countries: Food and non-Food Inflation in Kenya," IMF Working Papers 2013/061, International Monetary Fund.
- Derek Headey & Shenggen Fan, 2008.
"Anatomy of a crisis: the causes and consequences of surging food prices,"
Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 375-391, November.
- Headey, Derek & Fan, Shenggen, 2008. "Anatomy of a crisis: The causes and consequences of surging food prices," IFPRI discussion papers 831, International Food Policy Research Institute (IFPRI).
- Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996.
"Efficient Tests for an Autoregressive Unit Root,"
Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
- Graham Elliott & Thomas J. Rothenberg & James H. Stock, 1992. "Efficient Tests for an Autoregressive Unit Root," NBER Technical Working Papers 0130, National Bureau of Economic Research, Inc.
- Tom Doan, "undated". "GLSDETREND: RATS procedure to perform local to unity GLS detrending," Statistical Software Components RTS00077, Boston College Department of Economics.
- Tom Doan, "undated". "ERSTEST: RATS procedure to perform Elliott-Rothenberg-Stock unit root tests," Statistical Software Components RTS00066, Boston College Department of Economics.
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Christoffersen, Peter F, 1998. "Evaluating Interval Forecasts," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 841-862, November.
- Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
- Kevin B. Grier & Mark J. Perry, 2000. "The effects of real and nominal uncertainty on inflation and output growth: some garch-m evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(1), pages 45-58.
- Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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Keywords
Component risk contribution; Food inflation; Time-varying risk; MGARCH;All these keywords.
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