National dataset validation¶

/opt/hostedtoolcache/Python/3.12.8/x64/lib/python3.12/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm

init_notebook_modetrusted

Calibration check: the table below shows how both the original and enhanced FRS datasets compare to over 2,000 official statistics (which the EFRS was explicitly calibrated to hit) from the OBR, DWP and HMRC.

Since the EFRS is calibrated to these statistics, high performance is expected and achieved.

Full results¶

name	estimate	target	error	abs_error	rel_error	abs_rel_error	time_period	dataset
Loading ITables v2.2.4 from the `init_notebook_mode` cell... (need help?)

Comparisons¶

name	time_period	target_frs	estimate_frs	estimate_efrs	error_frs	error_efrs	abs_error_frs	abs_error_efrs	rel_error_frs	rel_error_efrs	abs_rel_error_frs	abs_rel_error_efrs	rel_error_change_under_efrs
Loading ITables v2.2.4 from the `init_notebook_mode` cell... (need help?)