Justina Lee Profile picture
Jul 7 8 tweets 3 min read Read on X
I see index rebal is in the news again. One question we've covered both sides of over the years:

Do the profits come at the expense of index investors?

Thread 🧵👇
1/ The 'yes' side is pretty obvious. In 2022, we wrote about a paper that shows index additions on avg rise 67 bps in the 5 days before rebal date, then drift downward.

The conclusion here is passive should *not* be trading on rebal day and the only reason to do so is to keep tracking error low

papers.ssrn.com/sol3/papers.cf…Image
2/ The author also argues it's good to be opaque about when you rebalance.

A classic divergence: Even for the same index tracked, BlackRock rebalances on known dates, Vanguard spreads out the trades and doesn't disclose holdings every day
3/ But if that's the case, why is it that even closet index trackers (incl institutions with internal passive portfolios) rebal on rebal day?

This famous paper by Chinco-Sammon says rebal day volumes are *3x* what the known size of index funds should be

papers.ssrn.com/sol3/papers.cf…Image
4/ Sammon et al follows up on this with a new paper: it's actually better to trade on rebal days coz rebal desks are there to provide liquidity

(The problem is when you fast-track IPOs and there isn't that much time to pre-position, *ahem* SPCX)

papers.ssrn.com/sol3/papers.cf…
5/ So how has the index effect changed over time?

Greenwood-Sammon says it's weakened (for SPX at least) papers.ssrn.com/sol3/papers.cf…

DFA says it's still there dimensional.com/lu-en/insights…
6/ What's prob true is as index rebal trades spread, the effect has weakened and also started earlier, which for the desks mean you have to weather more vol in the stocks

There's also a natural ebb and flow. As the strat got crowded after SPX's TSLA addition, returns worsened, some teams got cut etc, as @nishantkumar07 and I wrote about in 2023

bloomberg.com/news/articles/…
7/ But clearly it's back again!

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More from @justinaknope

Apr 18, 2023
Gonna start a (non-chronological, non-exhaustive) thread with all the research on ChatGPT and finance:

1. Reviews ChatGPT and future of NLP in finance

2. ChatGPT is better than random at asset allocation
https://t.co/I9Beu7FwVqpapers.ssrn.com/sol3/papers.cf…
papers.ssrn.com/sol3/papers.cf…
3. ChatGPT reads corp news headlines to forecast stock moves

4. ChatGPT decodes Fedspeak https://t.co/qs20JiKkN0

5. ChatGPT analyzes historical stock price data and tweets https://t.co/eQCWUI2o1S

6. ChatGPT for finance research https://t.co/tUFXbZRjjVpapers.ssrn.com/sol3/papers.cf…
papers.ssrn.com/sol3/papers.cf…
arxiv.org/abs/2304.05351
sciencedirect.com/science/articl…
7. ChatGPT for summarizing annual reports and conference calls and tracking disclosure bloat

8. Another ChatGPT for finance research https://t.co/g6npiQogUU

9. Graham Capital on ChatGPT for sentiment analysis https://t.co/lqaEGdatMepapers.ssrn.com/sol3/papers.cf…
papers.ssrn.com/sol3/papers.cf…
grahamcapital.com/QuantArchive.a…
Read 7 tweets
Mar 27, 2023
CFTC just sued Binance and CZ for regulatory violations

Let's dive into the 74-page complaint 🧵:
1/ First, as CFTC notes itself, it's hard to know what co even runs Binance

They've targeted Binance Holdings (Cayman entity) + interestingly two Irish ones that own a bunch of local Binance entities

+ CZ + chief compliance officer Samuel Lim
2/ CFTC: Even though Binance .com was not supposed to have US users, the exchange still solicited retail traders in the first phase and then VIP/institutional clients in the second -- all based in the US
Read 24 tweets
Nov 30, 2022
Wrote about COUNTERPARTY RISKS and the crypto MARKET STRUCTURE with @MuyaoShen

bloomberg.com/news/articles/…

Promise you it's more fun than it sounds

TL;DR Many pro traders don't wanna post collateral to exchanges anymore after FTX

A thread 🧵
1/ Centralized exchanges eg Binance and FTX dominate volumes in crypto

They're faster, cheaper to trade, more dummy-friendly

They also do everything. They settle your P&L and give you leverage. But you have to post collateral directly.
2/ This is very different from TradFi, where you have clearinghouses, custodians, brokers, exchanges etc

But crypto developed initially for retail traders. There was none of this TradFi infrastructure or regulations. So exchanges combined all of these functions into 1
Read 13 tweets
Oct 5, 2020
1/ Bernstein's top quant strategist, Inigo Fraser Jenkins of passive-is-worse-than-Marxism fame, has a hot take from Friday Image
2/ Comes along with his colleague's note about quants' existential crisis. Bernstein sample of US quant managers underperformed benchmark by ~3% this year vs outperformance of 0.6% by fundamental peers

*Within* style categories of value/growth, quants also lagging Image
3/ Bernstein says quants have actually had a larger value exposure vs other factors, possibly because they believe in mean reversion while fundamental managers have been "pragmatic" with negative exposure to value and positive exposure to min vol Image
Read 6 tweets

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