Confidence bounds for every coefficient.
- Parameters:
alpha (float) – Two-sided level; 0.05 gives a 95 percent interval.
- Return type:
dict[str, tuple[float, float]]
- Returns:
One (lower, upper) pair per coefficient, keyed identically to
params.