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Author:Bok, Brandyn 

Journal Article
Finding a Soft Landing along the Beveridge Curve

As U.S. economic growth slows this year, a key question is whether job openings can fall from historical highs without a substantial rise in unemployment. Analyzing the current Beveridge curve relationship between unemployment and job openings presents a meaningful possibility that labor market pressures can ease and achieve a “soft landing” with only a limited increase in unemployment. This view is supported by high rates of job matching in the U.S. labor market in 2022, despite ongoing employment reallocation across industries.
FRBSF Economic Letter , Volume 2022 , Issue 24 , Pages 6

Report
Macroeconomic nowcasting and forecasting with big data

Data, data, data . . . Economists know it well, especially when it comes to monitoring macroeconomic conditions the basis for making informed economic and policy decisions. Handling large and complex data sets was a challenge that macroeconomists engaged in real-time analysis faced long before big data? became pervasive in other disciplines. We review how methods for tracking economic conditions using big data have evolved over time and explain how econometric techniques have advanced to mimic and automate the best practices of forecasters on trading desks, at central banks, and in other ...
Staff Reports , Paper 830

Discussion Paper
Opening the Toolbox: The Nowcasting Code on GitHub

In April 2016, we unveiled--and began publishing weekly--the New York Fed Staff Nowcast, an estimate of GDP growth using an automated platform for tracking economic conditions in real time. Today we go a step further by publishing the MATLAB code for the nowcasting model, available here on GitHub, a public repository hosting service. We hope that sharing our code will make it easier for people interested in monitoring the macroeconomy to understand the details underlying the nowcast and to replicate our results.
Liberty Street Economics , Paper 20180810

Report
Macroeconomic Drivers and the Pricing of Uncertainty, Inflation, and Bonds

This paper analyzes a new stylized fact: According to financial market prices, the correlation between uncertainty shocks, as measured by changes in the VIX, and changes in break-even inflation rates has declined and turned negative over the past quarter century. It rationalizes this uncertainty-inflation correlation within a standard New Keynesian model with a lower bound on interest rates combined with a decline in the natural rate of interest. With a lower natural rate, the likelihood of the lower bound binding increased and the effects of uncertainty on the economy became more pronounced. ...
Staff Reports , Paper 1011

Discussion Paper
A Time-Series Perspective on Safety, Liquidity, and Low Interest Rates

The previous post in this series discussed several possible explanations for the trend decline in U.S. real interest rates since the late 1990s. We noted that while interest rates have generally come down over the past two decades, this decline has been more pronounced for Treasury securities. The conclusion that we draw from this evidence is that the convenience associated with the safety and liquidity embedded in Treasuries is an important driver of the secular (long-term) decline in Treasury yields. In this post and the next, we provide an overview of the two complementary empirical ...
Liberty Street Economics , Paper 20180206

Working Paper
Macroeconomic Drivers and the Pricing of Uncertainty, Inflation, and Bonds

This paper analyzes a new stylized fact: The correlation between uncertainty shocks and changes in inflation expectations has declined and turned negative over the past quarter century. It rationalizes this fact within a standard New Keynesian model with a lower bound on interest rates combined with a decline in the natural rate of interest. With a lower natural rate, the likelihood of the lower bound binding increased and the effects of uncertainty on the economy became more pronounced. In such an environment, increases in uncertainty raise the possibility that the central bank will be ...
Working Paper Series , Paper 2022-06

Discussion Paper
Global Trends in Interest Rates

Long-term government bond yields are at their lowest levels of the past 150 years in advanced economies. In this blog post, we argue that this low-interest-rate environment reflects secular global forces that have lowered real interest rates by about two percentage points over the past forty years. The magnitude of this decline has been nearly the same in all advanced economies, since their real interest rates have converged over this period. The key factors behind this development are an increase in demand for safety and liquidity among investors and a slowdown in global economic growth.
Liberty Street Economics , Paper 20190227

Journal Article
Estimating Natural Rates of Unemployment

Before the pandemic, the U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value and the short-run level associated with an absence of inflationary pressures. After two turbulent years, unemployment has returned to its pre-pandemic low, and the estimated underlying longer-run unemployment rate appears largely unchanged. However, economic disruptions appear to have pushed up the short-run noninflationary rate substantially, as high as 6%. Examining these different measures of the natural rate of unemployment can provide useful insights for ...
FRBSF Economic Letter , Volume 2022 , Issue 14 , Pages 05

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