pub fn f_perm_test(
data_a: &FdMatrix,
data_b: &FdMatrix,
argvals: &[f64],
n_perm: usize,
seed: u64,
) -> Result<TestResult, FdarError>Expand description
Functional two-sample permutation F-test (fda::Fperm.fd).
The k = 2 case of functional ANOVA: assembles a two-group problem from
data_a (label 0) and data_b (label 1) and computes the integrated
F-statistic via the shared integrated_f_statistic core (the same core used
by crate::function_on_scalar::fanova). The permutation null relabels the
pooled group membership via a seeded Fisher–Yates shuffle; the p-value is
(#{perm >= observed} + 1) / (n_perm + 1).
§Arguments
data_a- First sample (n_a x m).data_b- Second sample (n_b x m).argvals- Evaluation points (lengthm), used only for input validation (the integrated F-statistic is a mean over grid points).n_perm- Number of permutations (typical default:DEFAULT_N_PERM= 999).seed- Deterministic RNG seed (StdRng::seed_from_u64(seed)).
§Errors
Returns FdarError::InvalidDimension if the two samples have unequal or
zero column counts, if argvals.len() does not match the column count, or
if either sample has fewer than 2 rows. Returns
FdarError::InvalidParameter if n_perm == 0.