FRM formulas candidates mix up most often

The formulas that usually break down under pressure are rarely the hardest ones; they are the easy ones with subtle context.

Separate expected loss from capital and unexpected loss.

Treat duration, convexity, DV01, and bucket exposures as related but non-interchangeable tools.

Review regression diagnostics, hypothesis testing, and time-series assumptions together.