Chapter 7 · Section 5 practice
Event Labels and Two-stage Decisions
These questions review the examples in the companion slides. Choose an answer, then check the explanation.
Question 1
The fixed-horizon label \(\mathbb 1[r_{t \to t+10} > 0]\) ignores…
- The sign of the return
- The horizon — 10 days is arbitrary
- The path: a trade stopped out on day 3 can still end positive on day 10
- Nothing — it is the label every paper uses
Question 2
Refitting each January on all earlier rows — what leaks?
- Nothing — every feature uses data up to the close of \(t\)
- The labels of the last 10 training days depend on returns inside the test year
- The features of the test year are used in training
- The side, because it uses a 200-day average