Jay Kahn Profile picture
Mar 28 13 tweets 4 min read Read on X
Let’s walk through the new Brookings paper on the basis trade and especially their proposal that, in stress, the Fed should take over basis trade positions.

I'll link to related work (including ours) in a QT. Image
The first portion of this paper is a model of the basis trade.

I've pointed out to the authors that this is essentially the same as the model below from our 2021 paper, which they were apparently unaware of and have agreed to cite in future versions.

The authors also do some work to establish that the basis trade is indeed large.

We also already did this in our 2021 paper, and used data from regulatory reports by hedge funds and repo transaction data, which provides a much cleaner picture than the futures data they use. Image
The third part, which has gotten more attention (e.g. below), proposes that if basis trades come under stress, as in 2020, the Fed should not just buy Treasuries, but also short futures at the CME.

IMO, this is a solution in search of a problem.

The rationale? That the central bank could intervene in the basis trade without taking on duration risk.

But I’d argue the Fed already has tools that do exactly that—and used them effectively in March 2020.
Brookins paper emphasizes purchases of deliverable Treasuries as the key point for intervention.

But as we show in our 2021 paper, in March 2020 the Fed took the unusual step of purchasing deliverables, but CTD sales to the Fed only ramped up after the stress had largely passed. Image
Why the delay? Because CTDs are already liquid through the option to deliver them into the futures contract! They command a significant liquidity premium, so you don't want to sell.

You don’t need to buy the CTDs. You just need to ensure basis traders can carry them to delivery! Image
What determines whether a basis trader can carry a Treasury? Repo funding—the cost and availability of financing to basis traders.

The issue isn’t the cash or futures markets. It’s the repo market.
And that’s what we documented in our 2021 paper: repo became expensive as basis trades came under stress in March 2020.

(The Brookings paper gets it wrong and thinks the causality goes the other way, from the basis to repo, we did a lot of work to show this isn't the case) Image
We show that spikes in repo rates coincided with stress around the Fed's then existing tool to address this, the repo facility.

Repo rates for basis traders increased the most when dealers were concerned about its capacity.

These were pinch points. Image
Crucially, traders don’t just need repo today—they need confidence repo will still be there tomorrow.

Peak stress came March 17, when the Fed announced it would expand the facility and keep it open for the rest of the week.

Now we have the SRF to provide this daily. Image
This repo facility is just classic central banking. Providing liquidity when markets need it—especially in government bond markets—is what central banks have always done, with these very instruments.

Repo lending also DOESN'T require taking on duration risk. It’s overnight!
Finally, unlike exposures to the CME required to take on futures positions, lending through the SRF is fully collateralized by Treasuries!

There are even existing mechanisms to change haircuts or penalty rates! It's ready-made for the purpose.

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More from @jstatistic

Mar 31
Our new FEDS Note looks at how nonbank activity can offer early signals of reserve scarcity.

Today, I’ll focus on what we learn from MMF behavior in the repo market.

Sources below. Image
When reserves are ample, dealers can tap their bank affiliates for funding.

Banks draw down reserve buffers, forgoing IOR. That keeps repo spreads low and rates stable, even through modest fluctuations in reserves.
But as the Fed’s balance sheet shrinks, reserves become scarce.

Banks need to hold onto their buffers to meet liquidity needs like settlement. Affiliate lending tightens.

So banks turn to large pools of non-bank cash like MMFs for funding. Image
Read 12 tweets
Mar 3
It's nice to see the OFR repo aggregates I worked on used.

But the captions on this figure from @conksresearch are an excellent example of how hard it is to interpret repo movements, because there are confounding differences market segments.

Two points below, sources in QT. Image
1) GCF is largely term agency repos, rather than UST repo.

While the article talks about SRF as a ceiling, it's therefore not clear whether the GCF average "should" sit below SRF (which is overnight Treasury repo), since both agency and term repo usually command higher rates. Image
2) DVP is *not* mostly dealer to hedge fund trades. Actual breakdown of DVP volumes is in the image below (this has shifted somewhat as sponsored repo has grown).

DVP supplies a lot more cash to dealers than GCF does (GCF is small), and both have substantial interdealer segments Image
Read 6 tweets
Dec 30, 2024
A note of caution on cutting back the basis trade by shortening UST duration, based on some of my recent work. 👇
The basis trade hinges on three players:

1) 𝗗𝗲𝗮𝗹𝗲𝗿𝘀 looking to reduce cash Treasury holdings (e.g., for balance sheet reasons)
2) 𝗠𝗼𝗻𝗲𝘆 𝗺𝗮𝗿𝗸𝗲𝘁 𝗳𝘂𝗻𝗱𝘀 seeking safe, short-term investments
3) 𝗔𝘀𝘀𝗲𝘁 𝗺𝗮𝗻𝗮𝗴𝗲𝗿𝘀 who want duration exposure via futures Image
Hedge funds function as “warehouse” for Treasuries in this setup:

* They take cash Treasuries off dealer balance sheets
* Fund them in repo (ultimately supplied by MMFs)
* Provide synthetic duration exposure to AMs
Read 15 tweets
May 3, 2024
1/🧵 We just put out a new paper putting numbers to a mystery I've been working on since 2020: who is behind the almost $2 trillion increase in long Treasury futures positions?

Spoiler alert: it's mostly mutual funds but the cool thing is why.

Link here: papers.ssrn.com/sol3/papers.cf…
Image
2/🧵 Previous work by myself and others has shown that the opposite side of this trade, the short position, is mostly a very large and highly levered arbitrage trade by hedge fund known as the cash-futures basis trade.

papers.ssrn.com/sol3/papers.cf…
Image
3/🧵 But until now, no one has fully dug into the long side. Using a whole ton of mutual fund filings scraped from the SEC we show that mutual funds make up over 60% of the recent rise in Treasury futures open interest! Image
Read 11 tweets
Jan 3, 2023
Ron Alquist, @DiltsStedman, and I recently released a new version of our paper: papers.ssrn.com/sol3/papers.cf…

We show the use of the USD as reserves exposes US money markets to foreign countries' net export shocks, providing a role for the Fed as "central banker to the world."

1/14 Image
Our motivation comes from events in March 2020, when a global dash for cash occurred among foreign central banks, as they build up dollar FX buffers by selling Treasuries while simultaneously *buying* USD liquidity through vehicles like the Fed's foreign repo pool.

2/14 Image
Foreign CBs were the second-largest sellers of Treasuries during March disruptions after mutual funds.

But their actions may have been more important than other larger sellers because their sales had two effects:

3/14
Read 14 tweets

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