QuadratiK Version 1.2.0

QuadratiK Version 1.2.0#

This version introduces significant API changes and improvements:

  1. [BREAKING] mu and sigma parameters are now mandatory for the normality test in KernelTest and select_h.

  2. [BREAKING] Renamed mu_hat and sigma_hat to mu and sigma in KernelTest for consistency.

  3. [BREAKING] Updated PoissonKernelTest terminology: Un and Vn statistics are now renamed to Tn and Sn respectively.

  4. [BREAKING] Attributes in PoissonKernelTest have been renamed to match the new terminology (e.g., u_statistic_un_ to u_statistic_tn_ and v_statistic_vn_ to v_statistic_sn_).

  5. [BREAKING] The skewness alternative is no longer supported for normality tests in select_h and KernelTest.

  6. [NEW] Converted many docstring examples to executable jupyter-execute blocks.

  7. [NEW] Added jupyter-sphinx as a documentation dependency.

  8. [FIX] Updated internal logic to require explicit reference distribution parameters (mu, sigma) instead of estimating them from data during tests.