Missing data and Bayesian Imputation (#500)

* [Missing Data #461] First commit for missing data working out FIML

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] Added Sensitivity Plots

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] Added Bayesian model fit

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] more testing

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] added chained equation example

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] added myst and updated write up

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] fixed some typos

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] added hierarchical imputation

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] used blackjax sampler and converged

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] updated with feedback

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] nicer team impact plot with title

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] updated with Ben's comments

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] trying to fix sphinx cross ref

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] updated to link to truncated and censored regression notebook

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] fixed minor typo

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] changed authored by date

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] added more explanatory text on why we plot by team

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] updated data load method and added some text

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] removed extra # comments

Signed-off-by: Nathaniel <[email protected]>

* [Missing Data #461] removed another ## comment

Signed-off-by: Nathaniel <[email protected]>

---------

Signed-off-by: Nathaniel <[email protected]>

Author: NathanielF