Showing posts with label Forecasting Forum. Show all posts
Wednesday, July 9, 2025
From a paper by Abdelkader Aguir:
“The global COVID-19 crisis led to a major recession, following a supply and demand shock severely affecting both developed and emerging economies. Containment measures reduced demand and production, while financial market volatility impacted emerging economies. Countries’ stimulus policies had mixed effects on these economies. The pandemic also disrupted global supply chains, leading to volatility in the prices of raw materials such as oil, metals and agricultural products. These fluctuations had an impact on production costs and, consequently, on the prices of final goods and services. In the wake of rising inflation, some are questioning the effectiveness of inflation-targeting policies. Our study evaluates the performance of this monetary regime in the face of crisis, estimating the efficiency frontier: inflation variability – output variability, which allows us to deduce measures of economic performance and measures of the efficiency of monetary policy in the face of an economic crisis.”
From a paper by Abdelkader Aguir:
“The global COVID-19 crisis led to a major recession, following a supply and demand shock severely affecting both developed and emerging economies. Containment measures reduced demand and production, while financial market volatility impacted emerging economies. Countries’ stimulus policies had mixed effects on these economies. The pandemic also disrupted global supply chains, leading to volatility in the prices of raw materials such as oil, metals and agricultural products.
Posted by 8:25 AM
atLabels: Forecasting Forum
Friday, May 30, 2025
From a paper by Sini Sabu:
“This study examines the asymmetric relationship between real exchange rate fluctuations and household inflation expectations in India via ARDL and multiple threshold nonlinear autoregressive distributed lag (MTNARDL) models. The results indicate that inflation expectations respond significantly to exchange rate appreciation but are less sensitive to depreciation. A threshold analysis confirms that only substantial exchange rate deviations affect expectations, whereas minor fluctuations have negligible effects. Empirical evidence suggests that an appreciation of the real effective exchange rate by 10 units reduces inflation expectations by approximately 3.2 percentage points, whereas a similar depreciation results in only a 1.4 percentage point increase. These findings challenge the assumption of symmetric exchange rate pass-through and emphasize the importance of exchange rate stability in monetary policy formulation. Given the implications for inflation targeting, policymakers should prioritize exchange rate interventions that minimize excessive appreciation, while also strengthening communication strategies to manage inflation expectations more effectively.”
From a paper by Sini Sabu:
“This study examines the asymmetric relationship between real exchange rate fluctuations and household inflation expectations in India via ARDL and multiple threshold nonlinear autoregressive distributed lag (MTNARDL) models. The results indicate that inflation expectations respond significantly to exchange rate appreciation but are less sensitive to depreciation. A threshold analysis confirms that only substantial exchange rate deviations affect expectations, whereas minor fluctuations have negligible effects. Empirical evidence suggests that an appreciation of the real effective exchange rate by 10 units reduces inflation expectations by approximately 3.2 percentage points,
Posted by 8:33 AM
atLabels: Forecasting Forum
Sunday, May 25, 2025
From a VoxEU post by Maarten Verwey and Kristian Orsini:
“President Trump’s sweeping “reciprocal tariffs” announced on 2 April sent shockwaves through the global economy. This column introduces the European Commission’s Spring Forecast, which depicts a resilient EU economy. Yet growth is set to remain modest, reinforcing the image of a continent buffeted by external shocks and mired in low growth. Tariffs, and even more so, heightened uncertainty and tightening financial conditions weigh on trade and investment. While the labour market remains strong and inflation recedes, households still hesitate to spend, dimming prospects for a more substantial improvement in economic conditions. With policy buffers constrained, the margin for countercyclical support is limited. Still, by fully leveraging its strengths and addressing structural gaps, the EU can move beyond resilience – and thrive even in a more fragmented, volatile, and at times hostile world.”
From a VoxEU post by Maarten Verwey and Kristian Orsini:
“President Trump’s sweeping “reciprocal tariffs” announced on 2 April sent shockwaves through the global economy. This column introduces the European Commission’s Spring Forecast, which depicts a resilient EU economy. Yet growth is set to remain modest, reinforcing the image of a continent buffeted by external shocks and mired in low growth. Tariffs, and even more so, heightened uncertainty and tightening financial conditions weigh on trade and investment.
Posted by 8:05 AM
atLabels: Forecasting Forum
Thursday, May 22, 2025
From a paper by Alberto Americo, Douglas K G Araujo, Johannes Damp, Sjur Nilsen, Daniel Rees, Rafael Schmidt and Christian Schmieder:
“We identify and document key stylised facts of inflation cycles for a large panel of advanced and
emerging market economies. To this end, we propose three complementary inflation cycle concepts: (1)
cycles in inflation levels, reflecting mostly the low- and medium-frequency components of inflation; (2)
cycles in higher-frequency deviation of inflation from its trend; and (3) a categorisation of inflation into
high and low inflation regimes. For each concept, we document key stylised facts within and across
countries and examine how these have evolved over time. We also show that the relationship between
inflation and business cycles matters: entry in a high-inflation regime is associated with a significantly
higher chance of a recession in the following quarters. A cross-country dataset with the inflation cycles is
made publicly available.”
From a paper by Alberto Americo, Douglas K G Araujo, Johannes Damp, Sjur Nilsen, Daniel Rees, Rafael Schmidt and Christian Schmieder:
“We identify and document key stylised facts of inflation cycles for a large panel of advanced and
emerging market economies. To this end, we propose three complementary inflation cycle concepts: (1)
cycles in inflation levels, reflecting mostly the low- and medium-frequency components of inflation; (2)
cycles in higher-frequency deviation of inflation from its trend;
Posted by 1:41 PM
atLabels: Forecasting Forum
Monday, May 12, 2025
From a paper by Nicolas Chatelais, Arthur Stalla-Bourdillon, and Menzie D. Chinn:
“After the Covid-shock in March 2020, stock prices declined abruptly, reflecting both the
deterioration of investors’ expectations of economic activity as well as the surge in aggregate risk
aversion. In the following months however, whereas economic activity remained sluggish, equity
markets sharply bounced back. This disconnect between equity values and macro-variables can
be partially explained by other factors, namely the decline in risk-free interest rates, and, for the
US, the strong profitability of the IT sector. As a result, an econometrician trying to forecast
economic activity with aggregate stock market variables during the Covid-crisis is likely to get
poor results. The main idea of the paper is thus to rely on sectorally disaggregated equity
variables within a factor model to predict future US economic activity. We find, first, that the
factor model better predicts future economic activity compared to aggregate equity variables or to
usual benchmarks used in macroeconomic forecasting (both in-sample and out-of-sample).
Second, we show that the strong performance of the factor model comes from the fact that the
model filters out the “expected returns” component of the sectoral equity variables as well as the
foreign component of aggregate future cash flows, and that it also over-weights upstream and
“value” sectors that are found to be closely linked to the future state of the US business cycle.”
From a paper by Nicolas Chatelais, Arthur Stalla-Bourdillon, and Menzie D. Chinn:
“After the Covid-shock in March 2020, stock prices declined abruptly, reflecting both the
deterioration of investors’ expectations of economic activity as well as the surge in aggregate risk
aversion. In the following months however, whereas economic activity remained sluggish, equity
markets sharply bounced back. This disconnect between equity values and macro-variables can
be partially explained by other factors,
Posted by 10:19 AM
atLabels: Forecasting Forum
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