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Author:Pfajfar, Damjan 

Working Paper
Latent Variables Analysis in Structural Models: A New Decomposition of the Kalman Smoother

This paper advocates chaining the decomposition of shocks into contributions from forecast errors to the shock decomposition of the latent vector to better understand model inference about latent variables. Such a double decomposition allows us to gauge the inuence of data on latent variables, like the data decomposition. However, by taking into account the transmission mechanisms of each type of shock, we can highlight the economic structure underlying the relationship between the data and the latent variables. We demonstrate the usefulness of this approach by detailing the role of ...
Finance and Economics Discussion Series , Paper 2020-100

Working Paper
The Multiplier Effect of Education Expenditure

This paper examines the short-run effects of federal education expenditures on local income. We exploit city-level variation in exposure to national changes in the $30-billion Federal Pell Grant Program, which is the largest program to help low-income students attend college in the U.S., to calculate fiscal multipliers of education expenditures. An increase in Pell grants by 1 percent of a city's income raises local income by 2.4 percent over the next two years. This multiplier effect is larger than estimates for military spending (1.5 on average). Multipliers are higher when grants are ...
Finance and Economics Discussion Series , Paper 2020-058

Working Paper
Duration Dependence, Monetary Policy Asymmetries, and the Business Cycle

We produce business cycle chronologies for U.S. states and evaluate the factors that change the probability of moving from one phase to another. We find strong evidence for positive duration dependence in all business cycle phases but find that the effect is modest relative to other state- and national-level factors. Monetary policy shocks also have a strong influence on the transition probabilities in a highly asymmetric way. The effect of policy shocks depends on the current state of the cycle as well as the sign and size of the shock.
Finance and Economics Discussion Series , Paper 2019-020

Working Paper
The Hidden Heterogeneity of Inflation Expectations and its Implications

Using a new consumer survey dataset, we document a new dimension of heterogeneity in inflation expectations that has implications for consumption and saving decisions as well as monetary policy transmission. We show that German households with the same inflation expectations differently assess whether the level of expected inflation and of nominal interest rates is appropriate or too high/too low. The `hidden heterogeneity' in expectations stemming from these opinions is related to demographic characteristics and affects current and planned spending in addition to the Euler equation effect of ...
Finance and Economics Discussion Series , Paper 2020-054

Journal Article
Inflation: Drivers and Dynamics | 2019 CEBRA Annual Meeting Session Summary

The relationship between the Phillips curve and inflation has become weaker over time, producing questions regarding how policymakers might connect inflation to the rest of the economy. Presentations given during the “Inflation: Drivers and Dynamics” session of the Central Bank Research Association’s annual meeting focused on the intersection of monetary policy and inflation dynamics to examine the ways in which policy might impact inflation and related expectations and processes. This Economic Commentary summarizes the papers presented during this session.
Economic Commentary , Volume 2020 , Issue 14 , Pages 3

Working Paper
Consumers' Attitudes and Their Inflation Expectations

This paper studies consumers' inflation expectations using micro-level data from the Surveys of Consumers conducted by University of Michigan. It shows that beyond the well-established socio-economic factors such as income, age or gender, other characteristics such as the households' financial situation and their purchasing attitudes are important determinants of their forecast accuracy. Respondents with current or expected financial difficulties, pessimistic attitudes about major purchases, or expectations that income will go down in the future have a stronger upward bias in their ...
Finance and Economics Discussion Series , Paper 2015-15

Working Paper
When is the Fiscal Multiplier High? A Comparison of Four Business Cycle Phases

We synthesize the recent, at times conflicting, empirical literature regarding whether fiscal policy is more effective during certain points in the business cycle. Evidence of state dependence in the multiplier depends critically on how the business cycle is defined. Estimates of the fiscal multiplier do not change when the unemployment rate is above or below its trend. However, we find that the multiplier is higher when the unemployment rate is increasing relative to when it is decreasing. This result holds using both a long time-series at the U.S. national level and for a panel of U.S. ...
Finance and Economics Discussion Series , Paper 2020-026

Working Paper
Households' Preferences Over Inflation and Monetary Policy Tradeoffs

We document novel facts about U.S. household preferences over inflation and monetary policy. Many households are highly attentive to news about monetary policy and to interest rates. The median household perceives the Federal Reserve's inflation target to be three percent, but would prefer it to be lower. Quantifying the tradeoff between inflation and unemployment, we find an average acceptable sacrifice ratio of 0.6, implying that households are likely to find disinflation costly. Average preferences are well represented by a non-linear loss function with near equal weights on inflation and ...
Finance and Economics Discussion Series , Paper 2024-036

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