tda-trajectory-baselines

Build baselines for trajectory analysis by constructing conventional descriptive, predictive, and robustness classes to compare against persistent-homology results. This contextualization aids in interpreting and comparing trajectory findings accurately.

Before computing a baseline for trajectory data comparison, you must validate the input representation and ensure sample comparability. Running these checks guarantees accurate baseline construction and reliable persistent-homology contextualization.

You need a negative-control baseline for persistent-homology trajectory findings when interpreting complex regimes, such as market regimes. Building this baseline ensures accurate comparison and validation of PH regime results.

Available baseline classes for comparing trajectory analysis results include descriptive, predictive, and robustness baselines. These classes provide conventional benchmarks to contextualize and validate persistent-homology findings.

Trajectory baselines are designed to contextualize persistent-homology results, requiring validation of input representation and sample comparability. While focused on PH comparison, the baseline construction logic supports general trajectory data comparison.