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Implement Bayesian Structural Time Series (BSTS) #473

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2 changes: 2 additions & 0 deletions causalpy/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@
from .experiments.prepostnegd import PrePostNEGD
from .experiments.regression_discontinuity import RegressionDiscontinuity
from .experiments.regression_kink import RegressionKink
from .experiments.structural_time_series import StructuralTimeSeries
from .experiments.synthetic_control import SyntheticControl

az.style.use("arviz-darkgrid")
Expand All @@ -38,6 +39,7 @@
"create_causalpy_compatible_class",
"InstrumentalVariable",
"InterruptedTimeSeries",
"StructuralTimeSeries",
"InversePropensityWeighting",
"load_data",
"PrePostNEGD",
Expand Down
24 changes: 24 additions & 0 deletions causalpy/experiments/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,3 +11,27 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""CausalPy experiment module"""

from .diff_in_diff import DifferenceInDifferences
from .instrumental_variable import InstrumentalVariable
from .interrupted_time_series import InterruptedTimeSeries # For backward compatibility
from .inverse_propensity_weighting import InversePropensityWeighting
from .prepostnegd import PrePostNEGD
from .regression_discontinuity import RegressionDiscontinuity
from .regression_kink import RegressionKink
from .structural_time_series import StructuralTimeSeries
from .synthetic_control import SyntheticControl

__all__ = [
"DifferenceInDifferences",
"InstrumentalVariable",
"InversePropensityWeighting",
"PrePostNEGD",
"RegressionDiscontinuity",
"RegressionKink",
"SyntheticControl",
"StructuralTimeSeries",
"InterruptedTimeSeries", # For backward compatibility
"IVRegression",
]
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