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Working Paper
Drifts, Volatilities, and Impulse Responses Over the Last Century
Amir-Ahmadi, Pooyan; Matthes, Christian; Wang, Mu-Chun (2014-04-07)
How much have the dynamics of U.S. time series and in particular the transmission of innovations to monetary policy instruments changed over the last century? The answers to these questions that this paper gives are "a lot" and "probably less than you think," respectively. We use vector autoregressions with time-varying parameters and stochastic volatility to tackle these questions. In our analysis we use variables that both influenced monetary policy and in turn were influenced by monetary policy itself, including bond market data (the difference between long-term and short-term nominal ...
Working Paper , Paper 14-10

Briefing
The Stars Our Destination: An Update for Our R* Model
Lubik, Thomas A.; Matthes, Christian (2023-09)
We report and discuss recent estimates of the natural real rate of interest, denoted r*. We analyze how the current flow of data renders r* estimates less reliable, and we consider some changes in the specification of the long-standing Lubik-Matthes model.
Richmond Fed Economic Brief , Volume 23 , Issue 32

Briefing
Monetary Policy across Space and Time
Liu, Laura; Matthes, Christian; Petrova, Katerina; Romero, Jessica Sackett (2019-08)
Many major macroeconomic events have occurred across multiple countries. This Economic Brief looks at similarities and differences among the euro area, the United Kingdom, and the United States and finds that macroeconomic variables tend to become more interconnected during periods of financial distress. Movements in monetary policy are highly correlated across all three regions. In addition, inflation and unemployment become less responsive to monetary policy shocks over time.
Richmond Fed Economic Brief , Issue August

Working Paper
Extreme Weather and the Macroeconomy
Kim, Hee Soo; Matthes, Christian; Phan, Toan (2011-08-11)
Working Paper , Paper 21-14

Briefing
How Much Does Household Consumption Impact Business Cycles?
Matthes, Christian; Schwartzman, Felipe (2021-08)
Richmond Fed Economic Brief , Volume 21 , Issue 25

Working Paper
How To Go Viral: A COVID-19 Model with Endogenously Time-Varying Parameters
Matthes, Christian; Ho, Paul; Lubik, Thomas A. (2020-08-21)
This paper estimates a panel model with endogenously time-varying parameters for COVID-19 cases and deaths in U.S. states. The functional form for infections incorporates important features of epidemiological models but is flexibly parameterized to capture different trajectories of the pandemic. Daily deaths are modeled as a spike-and-slab regression on lagged cases. The paper's Bayesian estimation reveals that social distancing and testing have significant effects on the parameters. For example, a 10 percentage point increase in the positive test rate is associated with a 2 percentage point ...
Working Paper , Paper 20-10

Working Paper
Assessing Macroeconomic Tail Risk
Matthes, Christian; Zhang, Donghai; Loria, Francesca (2019-04-19)
What drives macroeconomic tail risk? To answer this question, we borrow a definition of macroeconomic risk from Adrian et al. (2019) by studying (left-tail) percentiles of the forecast distribution of GDP growth. We use local projections (Jord, 2005) to assess how this measure of risk moves in response to economic shocks to the level of technology, monetary policy, and financial conditions. Furthermore, by studying various percentiles jointly, we study how the overall economic outlook?as characterized by the entire forecast distribution of GDP growth?shifts in response to shocks. We find that ...
Working Paper , Paper 19-10

Working Paper
Indeterminacy and Learning: An Analysis of Monetary Policy in the Great Inflation
Lubik, Thomas A.; Matthes, Christian (2014-01-31)
We argue in this paper that the Great Inflation of the 1970s can be understood as the result of equilibrium indeterminacy in which loose monetary policy engendered excess volatility in macroeconomic aggregates and prices. We show, however, that the Federal Reserve inadvertently pursued policies that were not anti-inflationary enough because it did not fully understand the economic environment it was operating in. Specifically, it had imperfect knowledge about the structure of the U.S. economy and it was subject to data misperceptions. The real-time data flow at that time did not capture the ...
Working Paper , Paper 14-2

Briefing
The Burns Disinflation of 1974
Matthes, Christian; Lubik, Thomas A.; Sablik, Timothy (2016-11)
Economists often describe the Great Inflation of the 1970s as a failure of the monetary policy actions of the Federal Reserve under Chairman Arthur Burns. According to conventional wisdom, when Paul Volcker became chairman of the Fed in 1979, he implemented changes that ushered in a period of disinflation. This Economic Brief challenges this standard narrative in two ways. First, it argues that the ?Volcker disinflation? had its roots in 1974. And second, Volcker?s actions were the culmination of a gradual shift in policy that began under Burns rather than an abrupt shift.
Richmond Fed Economic Brief , Issue November

Working Paper
Choosing Prior Hyperparameters
Matthes, Christian; Amir-Ahmadi, Pooyan; Wang, Mu-Chun (2016-08-23)
Bayesian inference is common in models with many parameters, such as large VAR models, models with time-varying parameters, or large DSGE models. A common practice is to focus on prior distributions that themselves depend on relatively few hyperparameters. The choice of these hyperparameters is crucial because their influence is often sizeable for standard sample sizes. In this paper we treat the hyperparameters as part of a hierarchical model and propose a fast, tractable, easy-to-implement, and fully Bayesian approach to estimate those hyperparameters jointly with all other parameters in ...
Working Paper , Paper 16-9

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