Unlocked with book purchase

The Premium Companion

The premium companion is the half of the book that does not fit on the page. For each chapter, it includes:

Explorer presets. The exact panel state behind every chapter figure, loaded into the SPI Explorer with one click.
Behind the finding. The technical notes that the narrative chapters intentionally do not carry — clustering choices, robustness checks, sample restrictions, vocabulary lists.
Annotated case studies. Longer treatments of cases the chapters touch only briefly: Continental Illinois, BCCI, Penn Square, Lincoln Savings, Bear Stearns CSE, March 2020 MMF stress, the Bank of England's LDI episode, the 2025 CFPB dismantling.
Discussion questions and instructor notes. Same content that appears under teaching, but with answer keys for chapters you have just read.
Errata, updates, and panel revisions. The SPI is versioned. The companion stays in sync.

Access is unlocked with a code printed inside the back cover of the physical book or sent by email after an ebook purchase. Code redemption will go live alongside the book release. Magic-link auth, no passwords.