Jonathan Adams

Jonathan Adams

@jonathanjadams.com

Macroeconomist studying expectations and information. KC Fed (views are my own) Research: www.jonathanjadams.com

1.4K followers436 following35 posts

🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

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🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

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Unwelcome news if you wanted to use EMPS to study textbook policy surprises? Fortunately, we offer a way to do that (and more!) Using our method, it is possible to construct a *synthetic* monetary policy shock approximating any desired term structure of policy news!

Application #2: We estimate the macro effects of synthetic MPS. - The synthetic surprise is contractionary, but has no effect on prices. - Instead, deflationary effects of (some) EMPS are due to their long-run news components.

🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

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Application #1: We estimate the term structures of popular EMPS in the literature. E.g. here is the term structure for Swanson’s forward guidance shock. Nearly all the information is news about future policy.

🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

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Estimation has 4 stages: 1. Instrument for endogenous variables using macro IVs (Barnichon-Mesters) 2. Estimate policy rule by IV 3. Whiten the policy residual to find the innovation 4. Regress on past EMPS (local projection) The coefficients from the final stage = term structure

This is an unbiased estimator of the term structure! We also derive a smooth-local-projection variant. Convenient: both can be written as a single-stage estimator with analytical standard errors (no bootstrap!)

🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

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So, if we want to use EMPS to evaluate our theories, we absolutely need to know how they depend on surprise vs news over many horizons. We call this the *Term Structure of Monetary Policy News*. Fortunately: there is a way to estimate this term structure!

🧵: What does monetary policy do? Our best evidence comes from quality empirical monetary policy shocks (EMPS) using high-frequency and narrative methods. … but what *are* these shocks?

Background: EMPS are used to evaluate our theories of monetary policy. But this cannot really be done without knowing what the EMPS *are*. EMPS are not just textbook target rate surprises. They also contain “news shocks” about future policy.

Jonathan Adams reposted

Forthcoming at the Journal of Political Economy: We find that consumer product markups increased more than 25 percent from 2006 to 2019. One contribution is an approach to estimate IO-style models at scale, yielding flexible consumer preferences and estimates of marginal costs.

Macroeconomists of #econsky what are some published examples of macro models featuring all of: 1. Information frictions 2. Endogenous signals (i.e. some signals contain information about equilibrium aggregates) 3. **All** signals include idiosyncratic shocks (e.g. noise) Any ideas?

AI pricing is on the rise! Every year, more firms use the technology (broadly defined); those that do are larger and earn higher markups.

Min Fang@minfang92.bsky.social

First Post! New Paper Alert: "The Rise of AI Pricing: Trends, Driving Forces, and Implications for Firm Performance." (ssrn.com/abstract=500...) with @jonathanjadams.com, Zheng Liu, and Yajie Wang. We are excited to share it with anyone jointly interested in AI and pricing! #EconSky

Here's what I would love to see from a PDF reader: If I search (CRTL-F) some LaTeX math code, such as "\Phi", the reader would find all the Greek Phi's. Does such a thing exist??

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