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Discussion Paper
The New York Fed DSGE Model Forecast— September 2023
Del Negro, Marco; Gundam, Pranay; Lee, Donggyu; Nallamotu, Ramya; Pacula, Brian
(2023-09-22)
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.
Liberty Street Economics
, Paper 20230922
Working Paper
Online Estimation of DSGE Models
Herbst, Edward; Schorfheide, Frank; Cai, Michael; Matlin, Ethan; Del Negro, Marco; Sarfati, Reca
(2020-02-28)
This paper illustrates the usefulness of sequential Monte Carlo (SMC) methods in approximating DSGE model posterior distributions. We show how the tempering schedule can be chosen adaptively, document the accuracy and runtime benefits o fgeneralized data tempering for “online” estimation (that is, re-estimating a model asnew data become available), and provide examples of multimodal posteriors that are well captured by SMC methods. We then use the online estimation of the DSGE model to compute pseudo-out-of-sample density forecasts and study the sensitivity ofthe predictive performance to ...
Finance and Economics Discussion Series
, Paper 2020-023
Working Paper
Monetary policy and the house price boom across U.S. states
Otrok, Christopher; Del Negro, Marco
(2005)
The authors use a dynamic factor model estimated via Bayesian methods to disentangle the relative importance of the common component in the Office of Federal Housing Enterprise Oversight?s house price movements from state- or region-specific shocks, estimated on quarterly state-level data from 1986 to 2004. The authors find that movements in house prices historically have mainly been driven by the local (state- or region-specific) component. The recent period (2001?04) has been different, however: ?Local bubbles? have been important in some states, but overall the increase in house prices is ...
FRB Atlanta Working Paper
, Paper 2005-24
Discussion Paper
Why Didn’t Inflation Collapse in the Great Recession?
Schorfheide, Frank; Giannoni, Marc; Del Negro, Marco; Hasegawa, Raiden B.
(2014-08-13)
GDP contracted 4 percent from 2008:Q2 to 2009:Q2, and the unemployment rate peaked at 10 percent in October 2010. Traditional backward-looking Phillips curve models of inflation, which relate inflation to measures of “slack” in activity and past measures of inflation, would have predicted a substantial drop in inflation. However, core inflation declined by only one percentage point, from 2.2 percent in 2007 to 1.2 percent in 2009, giving rise to the “missing deflation” puzzle. Based on this evidence, some authors have argued that slack must have been smaller than suggested by ...
Liberty Street Economics
, Paper 20140813
Report
Inflation dynamics in a small open-economy model under inflation targeting: some evidence from Chile
Del Negro, Marco; Schorfheide, Frank
(2008)
This paper estimates a small open-economy dynamic stochastic general equilibrium (DSGE) model, specified along the lines of Gal and Monacelli (2005) and Lubik and Schorfheide (2007), using Chilean data for the full inflation-targeting period of 1999 to 2007. We study the specification of the policy rule followed by the Central Bank of Chile, the dynamic response of inflation to domestic and external shocks, and the change in these dynamics under different policy parameters. We use the DSGE-VAR methodology from our earlier work (2007) to assess the robustness of the conclusion to the presence ...
Staff Reports
, Paper 329
Discussion Paper
The Macro Effects of the Recent Swing in Financial Conditions
Smith, Micah; Giannoni, Marc; Del Negro, Marco
(2016-05-25)
Credit conditions tightened considerably in the second half of 2015 and U.S. growth slowed. We estimate the extent to which tighter credit conditions last year were responsible for the slowdown using the FRBNY DSGE model. We find that growth would have slowed substantially more had the Federal Reserve not delayed liftoff in the federal funds rate.
Liberty Street Economics
, Paper 20160525
Discussion Paper
Fiscal Implications of the Federal Reserve’s Balance Sheet Normalization
Grasing, Jamie; Rosa, Carlo; Frame, W. Scott; Malin, Benjamin A.; Cavallo, Michele; Del Negro, Marco
(2018-01-09)
In the wake of the global financial crisis, the Federal Reserve dramatically increased the size of its balance sheet—from about $900 billion at the end of 2007 to about $4.5 trillion today. At its September 2017 meeting, the Federal Open Market Committee (FOMC) announced that—effective October 2017—it would initiate the balance sheet normalization program described in the June 2017 addendum to the FOMC’s Policy Normalization Principles and Plans.
Liberty Street Economics
, Paper 20180109
Report
Inflation in the Great Recession and New Keynesian models
Giannoni, Marc; Del Negro, Marco; Schorfheide, Frank
(2013)
It has been argued that existing DSGE models cannot properly account for the evolution of key macroeconomic variables during and following the recent great recession. We challenge this argument by showing that a standard DSGE model with financial frictions available prior to the recent crisis successfully predicts a sharp contraction in economic activity along with a modest and protracted decline in inflation following the rise in financial stress in the fourth quarter of 2008. The model does so even though inflation remains very dependent on the evolution of economic activity and of monetary ...
Staff Reports
, Paper 618
Discussion Paper
Drivers of Inflation: The New York Fed DSGE Model’s Perspective
Del Negro, Marco; Gleich, Aidan; Goyal, Shlok; Johnson, Alissa; Tambalotti, Andrea
(2022-03-01)
After a sharp decline in the first few months of the COVID-19 pandemic, inflation rebounded in the second half of 2020 and surged through 2021. This post analyzes the drivers of these developments through the lens of the New York Fed DSGE model. Its main finding is that the recent rise in inflation is mostly accounted for by a large cost-push shock that occurred in the second quarter of 2021 and whose inflationary effects persist today. Based on the model’s reading of historical data, this shock is expected to fade gradually over the course of 2022, returning quarterly inflation to close to ...
Liberty Street Economics
, Paper 20220301
Discussion Paper
How Do Survey- and Market-Based Expectations of the Policy Rate Differ?
Morse, Ari; Fiorica, Joseph; Brodsky, Bonni; Rodrigues, Anthony P.; LeSueur, Eric; Del Negro, Marco
(2016-04-07)
Over the past year, market pricing on interest rate derivatives linked to the federal funds rate has suggested a significantly lower expected path of the policy rate than responses to the New York Fed’s Survey of Primary Dealers (SPD) and Survey of Market Participants (SMP). However, this gap narrowed considerably from December 2015 to January 2016, before widening slightly at longer horizons in March. This post argues that the narrowing between December and January was mostly the result of survey respondents placing greater weight on lower rate outcomes, while the subsequent widening ...
Liberty Street Economics
, Paper 20160407
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