InstrumentalVariableRegression.make_obs_var

InstrumentalVariableRegression.make_obs_var(rv_var, data, dims, default_transform, transform, total_size)

Create a TensorVariable for an observed random variable.

Parameters:

• rv_var (TensorVariable) – The random variable that is observed. Its dimensionality must be compatible with the data already.

• data (array_like) – The observed data.

• dims (tuple) – Dimension names for the variable.

• default_transform (Transform | None) – A transform for the random variable in log-likelihood space.

• transform (Transform | None) – Additional transform which may be applied after default transform.

• total_size (int | None)

Return type:

TensorVariable