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95 posts on "Forecasting"
December 15, 2023

The New York Fed DSGE Model Forecast—December 2023

decorative illustration: chart and stock prices background.

This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since September 2023. As usual, we wish to remind our readers that the DSGE model forecast is not an official New York Fed forecast, but only an input to the Research staff’s overall forecasting process. For more information about the model and variables discussed here, see our DSGE model Q & A.

Posted at 9:00 am in DSGE, Forecasting, Macroeconomics | Permalink
November 21, 2023

A Bayesian VAR Model Perspective on the Lagged Effect of Monetary Policy

Decorative image: Factory workers on an assembly line with baseball caps on.

Over the last few years, the U.S. economy has experienced unusually high inflation and an unprecedented pace of monetary policy tightening. While inflation has fallen recently, it remains above target, and the economy continues to expand at a robust pace. Does the resilience of the U.S. economy imply that monetary policy has been ineffectual? Or does it reflect that policy acts with “long and variable lags” and so we haven’t yet observed the full effect of the monetary tightening that has already taken place? Using a Bayesian vector autoregressive (BVAR) model, we show that economic activity has, indeed, been substantially stronger than would have been anticipated considering the rapid policy tightening. Still, the model expects a significant slowdown in 2024-25, even though short-term interest rates are forecasted to fall.

October 19, 2023

Can China Catch Up with Greece?

Decorative image: Chinese men and women assembling products in a factory?

China’s leader Xi Jinping recently laid out the goal of reaching the per capita income of “a mid-level developed country by 2035.” Is this goal likely to be achieved? Not in our view. Continued rapid growth faces mounting headwinds from population aging and from diminishing returns to China’s investment-centered growth model. Additional impediments to growth appear to be building, including a turn    toward increased state management of the economy, the   crystallization of legacy credit issues in real estate and other sectors, and limits on access to key foreign technologies. Even given generous assumptions concerning future growth fundamentals, China appears likely to close only a fraction of the gap with high-income countries in the years ahead.

September 22, 2023

The New York Fed DSGE Model Forecast— September 2023

Editor's note: We have updated the "date of forecast" row in the forecast comparison table to display the correct year (2023, not 2024). (September 25, 2023, 5:01 p.m.)
decorative photo of line and bar chart over data

This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since June 2023. As usual, we wish to remind our readers that the DSGE model forecast is not an official New York Fed forecast, but only an input to the Research staff’s overall forecasting process. For more information about the model and variables discussed here, see our DSGE model Q & A.

Posted at 9:00 am in DSGE, Forecasting, Macroeconomics | Permalink
September 8, 2023

Reintroducing the New York Fed Staff Nowcast

Decorative photo: blue image of close up of machinery building computer circuit boards.

“Nowcasts” of GDP growth are designed to track the economy in real time by incorporating information from an array of indicators as they are released. In April 2016, the New York Fed’s Research Group launched the New York Fed Staff Nowcast, a dynamic factor model that generated estimates of current quarter GDP growth at a weekly frequency. The onset of the COVID-19 pandemic sparked widespread economic disruptions—and unprecedented fluctuations in the economic data that flow into the Staff Nowcast. This posed significant challenges to the model, leading to the suspension of publication in September 2021. Taking advantage of recent developments in time-series econometrics, we have since developed a more robust version of the Staff Nowcast model, one that better handles data volatility. In this post, we discuss the model’s new features, present estimates of current quarter GDP growth, and evaluate how the Staff Nowcast would have performed during the pandemic period. Today’s post marks the resumption of regular New York Fed Staff Nowcast releases, to be published each Friday.

Posted at 11:45 am in Forecasting, Macroeconomics | Permalink
August 9, 2023

The Post‑Pandemic r*

Decorative: U.S. dollars and surgical masks in a still life.

The debate about the natural rate of interest, or r*, sometimes overlooks the point that there is an entire term structure of r* measures, with short-run estimates capturing current economic conditions and long-run estimates capturing more secular factors. The whole term structure of r* matters for policy: shorter run measures are relevant for gauging how restrictive or expansionary current policy is, while longer run measures are relevant when assessing terminal rates. This two-post series covers the evolution of both in the aftermath of the pandemic, with today’s post focusing especially on long-run measures and tomorrow’s post on short-run r*.

Posted at 7:00 am in DSGE, Forecasting, Pandemic | Permalink | Comments (1)
May 17, 2023

Look Out for Outlook‑at‑Risk

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The timely characterization of risks to the economic outlook plays an important role in both economic policy and private sector decisions. In a February 2023 Liberty Street Economics post, we introduced the concept of “Outlook-at-Risk”—that is, the downside risk to real activity and two-sided risks to inflation. Today we are launching Outlook-at-Risk as a regularly updated data product, with new readings for the conditional distributions of real GDP growth, the unemployment rate, and inflation to be published each month. In this post, we use the data on conditional distributions to investigate how two-sided risks to inflation and downside risks to real activity have evolved over the current and previous five monetary policy tightening cycles.

December 16, 2022

The New York Fed DSGE Model Forecast—December 2022

This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since September 2022.

September 23, 2022

The New York Fed DSGE Model Forecast—September 2022

Photo: decorative; numbers with line chart on top

This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since June 2022.

June 24, 2022

How Could Oil Price and Policy Rate Hikes Affect the Near‑Term Inflation Outlook?

Photo: Oil pump on a sunset background. World Oil Industry

Since the start of the year, oil prices have risen sharply owing to worsening expectations regarding global oil supply. We’ve also had an acceleration of inflation in the United States and the euro area, as well as a sharp steepening of the expected paths of policy rates in both economies. These factors, combined with the potential for a slowdown in growth, have made the inflation outlook quite uncertain. In this post, we combine the demand and supply oil price decomposition from the New York Fed’s Oil Price Dynamics Report with yield curve data to quantify the likely path of inflation in the United States and the euro area over the next twelve months. Based on our analysis, we anticipate that inflation will likely remain elevated through the second quarter of 2023, despite payback for the inflationary impact of current negative oil supply shocks during the second half of 2022 and the disinflationary effects of tighter monetary policy.

About the Blog

Liberty Street Economics features insight and analysis from New York Fed economists working at the intersection of research and policy. Launched in 2011, the blog takes its name from the Bank’s headquarters at 33 Liberty Street in Manhattan’s Financial District.

The editors are Michael Fleming, Andrew Haughwout, Thomas Klitgaard, and Asani Sarkar, all economists in the Bank’s Research Group.

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