* [Discrete Choice #543] early commit exploring model specs * [Discrete Choice #543] added hierarchical covariance structure * [Discrete Choice #543] slow model run crackers data Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com> * [Discrete Choice #543] trying a simpler appraoch * [Discrete Choice #543] trying a simpler approach again * [Discrete Choice #543] working example with heating df * [Discrete Choice #543] tidying model iterations * [Discrete Choice #543] adding some explanatory text * [Discrete Choice #543] updated plots and headings * [Discrete Choice #543] added cracker choice and individual random effects * [Discrete Choice #543] added prior constraint on price * [Discrete Choice #543] added prior constraint on display and feat * [Discrete Choice #543] adding reference and counterfactual policy change * [Discrete Choice #543] fixed ref * [Discrete Choice #543] tidied up final plots * [Discrete Choice #543] tidied some writing * [Discrete Choice #543] fixed some writing, added exploratory plots * [Discrete Choice #543] more tidying * [Discrete Choice #543] adjusted with Ricardo's comments. Used indexing for final model instead of for loop. * [Discrete Choice #543] fixed label ordering in cracker choice plot. Tidying * [Discrete Choice #543] fixed data imports try except and added dependencies * [Discrete Choice #543] added include extra installs markdown * [Discrete Choice #543] tidied xarray dims usage as per comments * [Discrete Choice #543] updated metadata with myst ignore * [Discrete Choice #543] updated jupytext toml * [Discrete Choice #543] updated final plot and adjusted with feedback * [Discrete Choice #543] swapped dataframe for xarray --------- Signed-off-by: Nathaniel <NathanielF@users.noreply.github.com>