igerber · igerber · May 9, 2026 · May 9, 2026
diff --git a/docs/api/bacon.rst b/docs/api/bacon.rst
@@ -37,6 +37,7 @@ Main estimator class for the Goodman-Bacon decomposition.
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    .. rubric:: Methods
 
@@ -55,6 +56,7 @@ Results container for the Bacon decomposition.
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    .. rubric:: Methods
 
@@ -75,6 +77,7 @@ Container for an individual 2x2 DiD comparison within the decomposition.
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 Convenience Function
 --------------------

diff --git a/docs/api/business_report.rst b/docs/api/business_report.rst
@@ -98,10 +98,12 @@ API
 ---
 
 .. autoclass:: diff_diff.BusinessReport
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 .. autoclass:: diff_diff.BusinessContext
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diff --git a/docs/api/chaisemartin_dhaultfoeuille.rst b/docs/api/chaisemartin_dhaultfoeuille.rst
@@ -109,6 +109,7 @@ Main estimator class for de Chaisemartin-D'Haultfœuille (dCDH) DiD estimation.
 The alias :class:`~diff_diff.DCDH` is also available.
 
 .. autoclass:: diff_diff.ChaisemartinDHaultfoeuille
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@@ -128,6 +129,7 @@ ChaisemartinDHaultfoeuilleResults
 Results container for dCDH estimation.
 
 .. autoclass:: diff_diff.ChaisemartinDHaultfoeuilleResults
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@@ -146,6 +148,7 @@ DCDHBootstrapResults
 Multiplier-bootstrap inference results, populated when ``n_bootstrap > 0``.
 
 .. autoclass:: diff_diff.DCDHBootstrapResults
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@@ -168,6 +171,7 @@ treatment effects that could flip the sign of the plain TWFE coefficient.
 .. autofunction:: diff_diff.twowayfeweights
 
 .. autoclass:: diff_diff.chaisemartin_dhaultfoeuille.TWFEWeightsResult
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 Example Usage

diff --git a/docs/api/continuous_did.rst b/docs/api/continuous_did.rst
@@ -46,6 +46,7 @@ ContinuousDiD
 Main estimator class for Continuous Difference-in-Differences.
 
 .. autoclass:: diff_diff.ContinuousDiD
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@@ -65,6 +66,7 @@ ContinuousDiDResults
 Results container for Continuous DiD estimation.
 
 .. autoclass:: diff_diff.continuous_did_results.ContinuousDiDResults
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@@ -83,6 +85,7 @@ DoseResponseCurve
 Dose-response curve container for ATT(d) or ACRT(d).
 
 .. autoclass:: diff_diff.continuous_did_results.DoseResponseCurve
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diff --git a/docs/api/diagnostic_report.rst b/docs/api/diagnostic_report.rst
@@ -73,10 +73,12 @@ API
 ---
 
 .. autoclass:: diff_diff.DiagnosticReport
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 .. autoclass:: diff_diff.DiagnosticReportResults
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diff --git a/docs/api/diagnostics.rst b/docs/api/diagnostics.rst
@@ -130,6 +130,7 @@ PlaceboTestResults
 Container for placebo test results.
 
 .. autoclass:: diff_diff.PlaceboTestResults
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diff --git a/docs/api/efficient_did.rst b/docs/api/efficient_did.rst
@@ -49,6 +49,7 @@ EfficientDiD
 Main estimator class for Efficient Difference-in-Differences.
 
 .. autoclass:: diff_diff.EfficientDiD
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@@ -68,6 +69,7 @@ EfficientDiDResults
 Results container for Efficient DiD estimation.
 
 .. autoclass:: diff_diff.efficient_did_results.EfficientDiDResults
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@@ -86,6 +88,7 @@ EDiDBootstrapResults
 Bootstrap inference results for Efficient DiD.
 
 .. autoclass:: diff_diff.efficient_did_bootstrap.EDiDBootstrapResults
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diff --git a/docs/api/estimators.rst b/docs/api/estimators.rst
@@ -31,6 +31,7 @@ DifferenceInDifferences (alias: ``DiD``)
 Basic 2x2 DiD estimator.
 
 .. autoclass:: diff_diff.DifferenceInDifferences
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@@ -50,6 +51,7 @@ MultiPeriodDiD (alias: ``EventStudy``)
 Event study estimator with period-specific treatment effects.
 
 .. autoclass:: diff_diff.MultiPeriodDiD
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@@ -63,6 +65,7 @@ Panel DiD with unit and time fixed effects.
 .. module:: diff_diff.twfe
 
 .. autoclass:: diff_diff.TwoWayFixedEffects
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@@ -76,6 +79,7 @@ Synthetic control combined with DiD (Arkhangelsky et al. 2021).
 .. module:: diff_diff.synthetic_did
 
 .. autoclass:: diff_diff.SyntheticDiD
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diff --git a/docs/api/had.rst b/docs/api/had.rst
@@ -120,6 +120,7 @@ HeterogeneousAdoptionDiD
 ------------------------
 
 .. autoclass:: diff_diff.HeterogeneousAdoptionDiD
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@@ -130,6 +131,7 @@ HeterogeneousAdoptionDiDResults
 Single-period results container for ``HeterogeneousAdoptionDiD`` estimation.
 
 .. autoclass:: diff_diff.HeterogeneousAdoptionDiDResults
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@@ -140,6 +142,7 @@ HeterogeneousAdoptionDiDEventStudyResults
 Multi-period event-study results container for the Appendix B.2 extension.
 
 .. autoclass:: diff_diff.HeterogeneousAdoptionDiDEventStudyResults
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@@ -162,6 +165,7 @@ unified :class:`~diff_diff.HADPretestReport`.
 .. autofunction:: diff_diff.did_had_pretest_workflow
 
 .. autoclass:: diff_diff.HADPretestReport
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@@ -176,16 +180,19 @@ Single-period tests (``aggregate="overall"``)
 .. autofunction:: diff_diff.yatchew_hr_test
 
 .. autoclass:: diff_diff.QUGTestResults
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 .. autoclass:: diff_diff.StuteTestResults
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 .. autoclass:: diff_diff.YatchewTestResults
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@@ -200,6 +207,7 @@ Joint multi-period tests (``aggregate="event_study"``)
 .. autofunction:: diff_diff.joint_homogeneity_test
 
 .. autoclass:: diff_diff.StuteJointResult
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diff --git a/docs/api/honest_did.rst b/docs/api/honest_did.rst
@@ -27,6 +27,7 @@ HonestDiD
 Main class for computing honest bounds and confidence intervals.
 
 .. autoclass:: diff_diff.HonestDiD
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@@ -65,6 +66,7 @@ HonestDiDResults
 Results from HonestDiD estimation.
 
 .. autoclass:: diff_diff.HonestDiDResults
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@@ -75,6 +77,7 @@ SensitivityResults
 Results from sensitivity analysis over a grid of M values.
 
 .. autoclass:: diff_diff.SensitivityResults
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@@ -88,6 +91,7 @@ DeltaSD
 Smoothness restriction class.
 
 .. autoclass:: diff_diff.DeltaSD
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@@ -98,6 +102,7 @@ DeltaRM
 Relative magnitudes restriction class.
 
 .. autoclass:: diff_diff.DeltaRM
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@@ -108,6 +113,7 @@ DeltaSDRM
 Combined smoothness and relative magnitudes restriction.
 
 .. autoclass:: diff_diff.DeltaSDRM
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diff --git a/docs/api/imputation.rst b/docs/api/imputation.rst
@@ -36,6 +36,7 @@ ImputationDiD
 Main estimator class for imputation DiD estimation.
 
 .. autoclass:: diff_diff.ImputationDiD
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@@ -55,6 +56,7 @@ ImputationDiDResults
 Results container for imputation DiD estimation.
 
 .. autoclass:: diff_diff.ImputationDiDResults
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@@ -74,6 +76,7 @@ ImputationBootstrapResults
 Bootstrap inference results.
 
 .. autoclass:: diff_diff.ImputationBootstrapResults
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diff --git a/docs/api/local_linear.rst b/docs/api/local_linear.rst
@@ -61,6 +61,7 @@ Kernel-weighted OLS estimator of the conditional mean
 .. autofunction:: diff_diff.local_linear_fit
 
 .. autoclass:: diff_diff.LocalLinearFit
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@@ -76,6 +77,7 @@ selector against the R ``nprobust`` reference.
 .. autofunction:: diff_diff.mse_optimal_bandwidth
 
 .. autoclass:: diff_diff.BandwidthResult
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@@ -91,6 +93,7 @@ and 95% confidence interval.
 .. autofunction:: diff_diff.bias_corrected_local_linear
 
 .. autoclass:: diff_diff.BiasCorrectedFit
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diff --git a/docs/api/power.rst b/docs/api/power.rst
@@ -22,6 +22,7 @@ PowerAnalysis
 Main class for analytical power calculations.
 
 .. autoclass:: diff_diff.PowerAnalysis
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@@ -63,6 +64,7 @@ PowerResults
 Results from power analysis.
 
 .. autoclass:: diff_diff.PowerResults
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@@ -73,6 +75,7 @@ SimulationPowerResults
 Results from simulation-based power analysis.
 
 .. autoclass:: diff_diff.SimulationPowerResults
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@@ -83,6 +86,7 @@ SimulationMDEResults
 Results from simulation-based MDE search.
 
 .. autoclass:: diff_diff.SimulationMDEResults
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@@ -93,6 +97,7 @@ SimulationSampleSizeResults
 Results from simulation-based sample size search.
 
 .. autoclass:: diff_diff.SimulationSampleSizeResults
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diff --git a/docs/api/pretrends.rst b/docs/api/pretrends.rst
@@ -28,6 +28,7 @@ PreTrendsPower
 Main class for pre-trends power analysis.
 
 .. autoclass:: diff_diff.PreTrendsPower
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@@ -66,6 +67,7 @@ PreTrendsPowerResults
 Results from pre-trends power analysis.
 
 .. autoclass:: diff_diff.PreTrendsPowerResults
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@@ -76,6 +78,7 @@ PreTrendsPowerCurve
 Power curve across violation magnitudes.
 
 .. autoclass:: diff_diff.PreTrendsPowerCurve
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