Your paid Alpha in Academia membership

Where to find the archive, code, data, and help.

Thank you for supporting Alpha in Academia. Your membership gives you both sides of the publication: the map of new research and the slower work of testing what can actually be implemented.

Your publishing cadence

• Thursday: a paid implementation, replication, or deep-dive issue

• Saturday: the Recent Academic Research roundup

You can browse all published work in the archive or go directly to the Paid Content collection.

Code, notebooks, and data

Some paid issues include code or data; others are analytical deep dives without a separate artifact. The relevant issue should say clearly when a notebook, script, spreadsheet, or dataset is included.

We are rebuilding the historical artifact archive. The old delivery process relied on individual emails and several separate folders, so the current index is not yet complete. We would rather say that plainly than present a partial folder as the full archive.

While the rebuild is under way:

1. Check the relevant paid issue for an attachment or download link.

2. If the issue promises code and the file is missing, reply with the post title or URL.

3. We will locate the original, check that it contains no private data or credentials, and add the verified release to the archive.

Large repositories and datasets may be provided as a separate download rather than embedded directly in the post.

Good places to begin

• Why Knowing When the Market Trades Matters More Than You Think

• Beyond the Expected Value

• Can Prediction Markets Beat the Pros?

If something is unclear

Reply to any Alpha in Academia email. Include the post title or link when the question concerns a missing file. Questions about methods and reproducibility are useful signals for what we should explain better.