International uncertainty shocks and central bank quantitative easing under supply shocks

Takaharu ISHII

Abstract


Abstract. This study examines the impact of shocks to economic instability in countries with quantitative easing policies. We estimate a global VAR with time-varying parameters using Bayesian techniques (TVP-GVAR-FSVM). We estimate Nelson-Siegel, a variable related to the yield curve, and find no significant difference in the results whether it is included or not in the VAR model; as a result of the change from a primarily demand-driven shock before 2020 to a supply shock after 2020, the shock to instability is amplified. Volatility shocks were amplified. We further examined the trends in changes in interest rates, exchange rates, long- and short-term interest rate differentials, and economic instability from three perspectives: first, developing versus non-developing countries; second, resource-exporting versus non-resource-exporting countries; and third, countries like Japan, which employs yield curve control, and other countries Third, whether the type of quantitative easing policy differs from that of other countries, such as Japan, which uses yield curve control. Daily data on exchange rates and long- and short-term interest rate differentials revealed commonalities among resource-exporting countries. The TVP-GVAR-FSVM estimation results also showed that the consumer price index has shown common movements in developing countries, especially resource-exporting countries, in recent years. The effect on the unemployment rate also showed movements specific to developed countries, but no commonalities were found among countries in other variables. Compared to resource-importing countries, resource-exporting countries' increased profits due to higher resource prices after the war in Ukraine served as a cushion due to the instability in the global economy and weakened the negative impact on their economies. However, for developing resource-importing countries, shocks to economic stability caused significant volatility. A common feature of countries that have switched to interest rate policies is that prices have very high rates of increase. In addition, the rise in yield curve variables suppressed consumer prices and raised stock prices. Countries that experienced a sustained narrowing of the long/short interest rate differential theoretically resulted in a flattening of the yield curve but also resulted in currency appreciation.

Keywords. Quantitative easing; International uncertainty shocks; TVP-GVAR-FSVM; Resource countries; Developing countries.

JEL. C52; L25; M14.

Keywords


Quantitative easing; International uncertainty shocks; TVP-GVAR-FSVM; Resource countries; Developing countries.

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References


Aastveit, K.A., Natvik, G.J.J., & Sola, S. (2013). Economic uncertainty and the effectiveness of monetary policy, Norges Bank Working Paper, No.17. [Retrieved from].

Alessandri, P., & Mumtaz, H. (2019). Financial regimes and uncertainty shocks, Journal of Monetary Economics, 101, 31-46. doi. 10.1016/j.jmoneco.2018.05.001

Bahaj, S., & Reis, R. (2020). Central bank swap lines during the covid-19 pandemic, Covid Economics, 2(1), 1-12.

Baker, S.R., Bloom, N., & Davis, S.J. (2016). Measuring economic policy uncertainty, Quarterly Journal of Economics, 131(4), 1593-1636. doi. 10.1093/qje/qjw024

Barbon, A., & Gianinazzi, V. (2019). Quantitative easing and equity prices: Evidence from the ETF program of the Bank of Japan, The Review of Asset Pricing Studies, 9(2), 210-255. doi. 10.1093/rapstu/raz008

Barro, R.J., Ursúa, J.F., & Weng, J. (2020). The coronavirus and the great influenza pandemic: Lessons from the "Spanish Flu" for the coronavirus's potential effects on mortality and economic activity, NBER Working Paper, No.26866. doi. 10.3386/w26866

Basu, S., & Bundick, B. (2017). Uncertainty shocks in a model of effective demand, Econometrica, 85(3), 937-958. doi. 10.3982/ECTA13960

Belmonte, M.A., Koop, G., & Korobilis, D. (2014). Hierarchical shrinkage in time-varying parameter models, Journal of Forecasting, 33(1), 80-94. doi. 10.1002/for.2276

Berger, T., Grabert, S., & Kempa, B. (2016). Global and country-specific output growth uncertainty and macroeconomic performance, Oxford Bulletin of Economics and Statistics, 78(5), 694-716. doi. 10.1111/obes.12118

Bertolotti, F., & Marcellino, M. (2019). Tax shocks with high and low uncertainty, Journal of Applied Econometrics, Journal of Applied Econometrics, 34(6), 972-993. doi. 10.1002/jae.2723

Bitto, A., & Fruhwirth-Schnatter, S. (2019). Achieving shrinkage in a time-varying parameter model framework, Journal of Econometrics, 210(1), 75-97. doi. 10.1016/j.jeconom.2018.11.006

Blinder, A.S. (2018). Through a crystal ball darkly: The future of monetary policy communication, AEA Papers and Proceedings, 108, 567-571. doi. 10.1257/pandp.20181080

Bloom, N. (2009). The impact of uncertainty shocks, Econometrica, 77(3), 623-685. doi. 10.3982/ECTA6248

Caldara, D., & Iacoviello, M. (2018). Measuring geopolitical risk, FRB International Finance Discussion Paper, No.1222. [Retrieved from].

Canova, F., & Ciccarelli, M. (2004). Forecasting and turning point predictions in a Bayesian panel VAR model, Journal of Econometrics, 120(2), 327-359. doi. 10.1016/S0304-4076(03)00216-1

Carriero, A., Clark, T.E., & Marcellino, M. (2018a). Assessing international commonality in macroeconomic uncertainty and its effects, Federal Reserve Bank of Cleveland Working Paper, No.18-03. [Retrieved from].

Carriero, A., Clark, T.E., & Marcellino, M. (2018b). Measuring uncertainty and its impact on the economy, Review of Economics and Statistics, 100(5), 799-815. doi. 10.1162/rest_a_00693

Chan, J.C. (2017). The stochastic volatility in mean model with time-varying parameters: An application to in ation modeling, Journal of Business & Economic Statistics, 35(1), 17-28. doi. 10.1080/07350015.2015.1052459

Cochran, J.H. (2022). Fiscal inflation, SSRN Working Paper. [Retrieved from].

Colabella, A. (2020). Do ECB’s monetary policies benefit EMEs? A GVAR analysis on the global financial and sovereign debt crises and postcrises period, Oxford Bulletin of Economics and Statistics, 83(2), 472-494. doi. 10.1111/obes.12403

Cortes, G., Gao, G., Bastos F., Silva, G., & Song, Z. (2020). Unconventional monetary policy and disaster risk: Evidence from the subprime and COVID-19 crises, SSRN Papers, No.3642970. [Retrieved from].

Crespo C.J., Doppelhofer, G., Feldkircher, M., & Huber, F. (2019). Spillovers from US monetary policy: Evidence from a time varying parameter global vector autoregressive model, Journal of the Royal Statistical Society: Series A (Statistics in Society), 182(3), 831-861. doi. 10.1111/rssa.12439

Crespo C.J., Huber, F., & Onorante, L. (2017). Fragility and the spillovers of international uncertainty shocks, WU Department of Economics Working Paper, No.245. [Retrieved from].

Dedola, L., Georgiadis, G., Gr¨ab, J., & Mehl, A. (2020). Does a big bazooka matter? Quantitative easing policies and exchange rates, Journal of Monetary Economics, 117, 489-506. doi. 10.1016/j.jmoneco.2020.03.002

D’Amico, S., & King, T.B. (2013). Flow and stock effects of large-scale treasury purchases: Evidence on the importance of local supply, Journal of Financial Economics, 108(2), 425–448. doi. 10.1016/j.jfineco.2012.11.007

Feldkircher, M., & Huber, F. (2016). The international transmission of US shocks-Evidence from Bayesian global vector autoregressions, European Economic Review, 81, 167-188. doi. 10.1016/j.euroecorev.2015.01.009

Feldkircher, M., Huber, F., & Kastner, G. (2017). Sophisticated and small versus simple and sizeable: When does it pay to introduce drifting coefficients in Bayesian VARs?, ArXiv Preprint, No.1711.00564(v2). [Retrieved from].

Fernandez-Villaverde, J., Guerron-Quintana, P., Kuester, K., & Rubio-Ramrez, J. (2015). Fiscal volatility shocks and economic activity, American Economic Review, 105(11),3352-3384. doi. 10.1257/aer.20121236

Fruhwirth-Schnatter, S., Tuchler, R., & Otter, T. (2004). Bayesian analysis of the heterogeneity model, Journal of Business & Economic Statistics, 22(1), 2-15. doi. 10.1198/073500103288619331

Fruhwirth-Schnatter, S., & Wagner, H. (2010). Stochastic model specification search for Gaussian and partial non-Gaussian state space models, Journal of Econometrics, 154(1), 85-100. doi. 10.1016/j.jeconom.2009.07.003

Gagnon, J., Matthew R., Remache, J., & Sack, B.P. (2010). Large-scale asset purchases by the Federal Reserve: did they work?, FRB of New York Staff Report, No.441. [Retrieved from].

Gilchrist, S., Wei, B., Yue, V.Z., & Zakrajˇsek, E. (2020). The fed takes on corporate credit risk: An analysis of the efficacy of the smccf, NBER, Technical Report, doi. 10.3386/w27809

Greenwood, R., Hanson, S.G., Stein, J.C., & Sunderam, A. (2020). A quantity-driven theory of term premia and exchange rates, NBER, Technical Report, doi. 10.3386/w27615

Ha, J., & Kindberg-Hanlon, G. (2020). Asset purchases in emerging markets: Unconventional policies, unconventional times, Technical Report, The World Bank. [Retrieved from].

Haddad, V., Moreira, A., & Muir, T. (2020). When selling becomes viral: Disruptions in debt markets in the covid-19 crisis and the fed’s response, NBER Technical Report, doi. 10.3386/w27168

Hartley, J., & Rebucci, A. (2020). An event study of COVID-19 central bank quantitative easing in advanced and emerging economies, CEPR Discussion Paper, No.14841. [Retrieved from].

Hofmann, B., Shim, I., Shin, H.S. et al., (2020). Emerging market economy exchange rates and local currency bond markets amid the Covid-19 pandemic, Technical Report, Bank for International Settlements. [Retrieved from].

Huber, F., & Feldkircher, M. (2019). Adaptive shrinkage in Bayesian vector autoregressive models, Journal of Business & Economic Statistics, 37(1), 27-39. doi. 10.1080/07350015.2016.1256217

Joyce, M.A.S., Lasaosa, A., Stevens, I., & Tong, M. (2011). The financial market impact of quantitative easing in the United Kingdom, 26th issue of the International Journal of Central Banking. [Retrieved from].

Jurado, K., Ludvigson, S.C., & Ng, S. (2015). Measuring uncertainty, American Economic Review, 105(3), 1177-1216. doi. 10.1257/aer.20131193

Koopman, S.J., & Uspensky, E.H. (2002). The stochastic volatility in mean model: empirical evidence from international stock markets, Journal of Applied Econometrics, 17(6), 667-689. doi. 10.1007/978-1-4757-5129-1_3

Krishnamurthy, A., & Vissing-Jorgensen, A. (2011). The effects of quantitative easing on interest rates: channels and implications for policy, NBER Technical Report, doi. 10.3386/w17555

Krishnamurthy, S.N., & Vissing-Jorgensen, A. (2018). ECB policies involving government bond purchases: Impact and channels, Review of Finance, 22(1), 1-44. doi. 10.1093/rof/rfx053

Ludvigson, S.C., Ma, S., & Ng, S. (2019). Uncertainty and business cycles: exogenous impulse or endogenous response?" American Economic Journal: Macroeconomics 13(4), 369-410. doi. 10.1257/mac.20190171

Mumtaz, H., & Musso, A. (2019). The evolving impact of global, region-specific, and country-specific uncertainty, Journal of Business & Economic Statistics, 1-16. [Retrieved from].

Mumtaz, H., & Surico, P. (2009). The transmission of international shocks: A factor-augmented VAR approach, Journal of Money, Credit and Banking, 41(S1), 71-100. doi. 10.1111/j.1538-4616.2008.00199.x

Mumtaz, H., & Surico, P. (2018). Policy uncertainty and aggregate fluctuations, Journal of Applied Econometrics, 33(3), 319-331. doi. 10.1002/jae.2613

Mumtaz, H., & Theodoridis, K. (2015). The international transmission of volatility shocks: An empirical analysis, Journal of the European Economic Association, 13(3), 512-533. doi. 10.1111/jeea.12120

Mumtaz, H., & Theodoridis, K. (2017). Common and country specific economic uncertainty, Journal of International Economics, 105, 205-216. doi. 10.1016/j.jinteco.2017.01.007

Mumtaz, H., & Theodoridis, K. (2018). The Changing Transmission of Uncertainty Shocks in the U.S. Journal of Business & Economic Statistics, 36(2), 239-252. doi. 10.1080/07350015.2016.1147357

Mumtaz, H., & Zanetti, F. (2013). The impact of the volatility of monetary policy shocks, Journal of Money, Credit and Banking, 45(4), 535-558. doi. 10.1111/jmcb.12015

Pesaran, T.S., & MWeiner, S. (2004). Modeling regional interdependencies using a global error-correcting macroeconometric model, Journal of Business & Economic Statistics, 22(2), 129–162. doi. 10.1198/073500104000000019

Pfarrhofer, M. (2022). Measuring international uncertainty using global vector autoregressions with drifting parameters, Macroeconomic Dynamics, 1-24. doi. 10.1017/S1365100521000663

Sever, C., Goel, R., Drakopoulos, D., Papageorgiou, E. et al., (2020). Effects of emerging market asset purchase program announcements on financial markets during the COVID-19 pandemic, IMF Technical Report, [Retrieved from].

Swanson, E.T., Reichlin, L., & Wright, J.H. (2011). Let’s twist again: A high-frequency event-study analysis of operation twist and its implications for QE2 [with Comments and Discussion], Brookings Papers on Economic Activity, 151–207. [Retrieved from].

Taehun, J., Teranishi, Y., & Watanabe, T. (2005). Optimal monetary policy at the zero-interest-rate bound, Journal of Money, Credit, and Banking, 37(5), 813-835. doi. 10.1353/mcb.2005.0053

Verbeke, G., & Lesaffre, E. (1996). A linear mixed-effects model with heterogeneity in the random-effects population, Journal of the American Statistical Association, 91(433), 217-221. doi. 10.2307/2291398

Vissing-Jorgensen, A. (2020). Bond Markets in Spring 2020 and the Response of the Federal Reserve, Mimeo.




DOI: http://dx.doi.org/10.1453/ter.v9i3.2374

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