Profile picture
Patrick OShaughnessy @patrick_oshag
, 11 tweets, 4 min read Read on Twitter
1/ Peak yield is a new statistic we are tracking which measures what percent of shares outstanding a company has repurchased since its share peak.

Here is NOC as an example: they’ve bought back ~50% of shares over the last 15 years.
2/ When applied to the entire market, the average peak yield for large and small stocks is ~20% and ~7.5% respectively (this includes stocks still at their peak, which registers as a peak yield of 0).
3/ The magnitude of the full buyback program has been related to coincident excess returns: larger share reduction --> better returns as the buybacks were happening.
4/ But so what? We care about future returns after a signal, not returns coincident with a signal.

Here, too, buybacks shine. Every trailing measure of the buyback factor, looking back 6 months all the way to 10 years, has led to excess returns.
5/ More interesting to us are sources of alpha within the buyback factor. Buybacks are just one option for capital allocation. The sources and uses of capital determine a lot about a company and stock. Here are the average uses and sources of CASH since 1990:
6/ We always like to follow the cash. Among high buyback firms we use statistical clustering to identify 3 most common capital sourcing and allocation strategies among firms. The resulting clusters are defined by their financing (internal vs. ext) and investment (high to low).
7/ Interestingly, these clusters all trade at similar valuations on average, despite wildly different capital strategies. But despite similar valuations, they deliver different returns (shown here as excess returns vs. all companies buying back stock).
8/ If we modify the clustering to include prevailing valuation, we get different groupings: 1) high debt financing, 2) expensive buybacks and 3) cheap buybacks. Now, the best results come from cheap buybacks and the worst from high debt financing cluster.
9/ Running separate, more traditional two factor tests, we see that within the highest quintile of buybacks, debt capital sourcing and valuation as two factors provide more return differentiation. We view this as a source of “alpha within factors”
10/ These examples are intentionally simple to prove a point. Buybacks, or value, or momentum have demonstrated advantages. But the performance of stocks within those categories has depended on many other variables.
11/11 Dispersion of returns within factors is wide. Research into what drives that dispersion is the next stage of factor investing.

More here: osam.com/Commentary/osa…
Missing some Tweet in this thread?
You can try to force a refresh.

Like this thread? Get email updates or save it to PDF!

Subscribe to Patrick OShaughnessy
Profile picture

Get real-time email alerts when new unrolls are available from this author!

This content may be removed anytime!

Twitter may remove this content at anytime, convert it as a PDF, save and print for later use!

Try unrolling a thread yourself!

how to unroll video

1) Follow Thread Reader App on Twitter so you can easily mention us!

2) Go to a Twitter thread (series of Tweets by the same owner) and mention us with a keyword "unroll" @threadreaderapp unroll

You can practice here first or read more on our help page!

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just three indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member and get exclusive features!

Premium member ($30.00/year)

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!