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Commit 19 auto-generated _autosummary stubs
The autosummary directives added in the prior 3 commits expand at build time into stubs at docs/api/_autosummary/diff_diff.<Class>.rst via autosummary_generate_overwrite=True (default). The repo convention is to commit these stubs (111 already tracked); commit the 19 new ones for the orphan classes restored to the inventory: - Panel Profiling: Alert, OutcomeShape, PanelProfile, TreatmentDoseShape - Reporting: BusinessContext, BusinessReport, DiagnosticReport, DiagnosticReportResults - Boundary Local-Linear: BandwidthResult, BiasCorrectedFit, LocalLinearFit - Estimators / Results: StaggeredTripleDifference, StaggeredTripleDiffResults, TWFEWeightsResult - HAD Pretest Workflow: HADPretestReport, QUGTestResults, StuteJointResult, StuteTestResults, YatchewTestResults Stubs use the custom class.rst template added in PR #410 (auto-emits :no-members:), so they register the canonical inventory target without triggering duplicate-object warnings against the page-level autoclass directives that retain :no-index:. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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‎docs/api/_autosummary/diff_diff.Alert.rst‎

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diff\_diff.Alert
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================
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.. currentmodule:: diff_diff
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.. autoclass:: Alert
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~Alert.__init__
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.. rubric:: Attributes
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.. autosummary::
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~Alert.code
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~Alert.severity
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~Alert.message
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~Alert.observed
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‎docs/api/_autosummary/diff_diff.BandwidthResult.rst‎

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diff\_diff.BandwidthResult
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==========================
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.. currentmodule:: diff_diff
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.. autoclass:: BandwidthResult
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~BandwidthResult.__init__
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.. rubric:: Attributes
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.. autosummary::
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~BandwidthResult.h_mse
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~BandwidthResult.b_mse
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~BandwidthResult.c_bw
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~BandwidthResult.bw_mp2
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~BandwidthResult.bw_mp3
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~BandwidthResult.stage_d1_V
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~BandwidthResult.stage_d1_B1
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~BandwidthResult.stage_d1_B2
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~BandwidthResult.stage_d1_R
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~BandwidthResult.stage_d2_V
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~BandwidthResult.stage_d2_B1
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~BandwidthResult.stage_d2_B2
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~BandwidthResult.stage_d2_R
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~BandwidthResult.stage_b_V
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~BandwidthResult.stage_b_B1
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~BandwidthResult.stage_b_B2
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~BandwidthResult.stage_b_R
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~BandwidthResult.stage_h_V
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~BandwidthResult.stage_h_B1
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~BandwidthResult.stage_h_B2
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~BandwidthResult.stage_h_R
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~BandwidthResult.n
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~BandwidthResult.kernel
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~BandwidthResult.boundary
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‎docs/api/_autosummary/diff_diff.BiasCorrectedFit.rst‎

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diff\_diff.BiasCorrectedFit
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===========================
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.. currentmodule:: diff_diff
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.. autoclass:: BiasCorrectedFit
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~BiasCorrectedFit.__init__
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.. rubric:: Attributes
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.. autosummary::
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~BiasCorrectedFit.influence_function
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~BiasCorrectedFit.estimate_classical
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~BiasCorrectedFit.estimate_bias_corrected
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~BiasCorrectedFit.se_classical
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~BiasCorrectedFit.se_robust
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~BiasCorrectedFit.ci_low
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~BiasCorrectedFit.ci_high
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~BiasCorrectedFit.alpha
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~BiasCorrectedFit.h
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~BiasCorrectedFit.b
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~BiasCorrectedFit.bandwidth_source
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~BiasCorrectedFit.bandwidth_diagnostics
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~BiasCorrectedFit.n_used
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~BiasCorrectedFit.n_total
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~BiasCorrectedFit.kernel
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~BiasCorrectedFit.boundary
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‎docs/api/_autosummary/diff_diff.BusinessContext.rst‎

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diff\_diff.BusinessContext
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==========================
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.. currentmodule:: diff_diff
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.. autoclass:: BusinessContext
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~BusinessContext.__init__
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.. rubric:: Attributes
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.. autosummary::
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~BusinessContext.outcome_label
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~BusinessContext.outcome_unit
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~BusinessContext.outcome_direction
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~BusinessContext.business_question
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~BusinessContext.treatment_label
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~BusinessContext.alpha
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‎docs/api/_autosummary/diff_diff.BusinessReport.rst‎

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diff\_diff.BusinessReport
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=========================
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.. currentmodule:: diff_diff
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.. autoclass:: BusinessReport
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~BusinessReport.__init__
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~BusinessReport.caveats
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~BusinessReport.export_markdown
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~BusinessReport.full_report
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~BusinessReport.headline
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~BusinessReport.summary
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~BusinessReport.to_dict
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~BusinessReport.to_json
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‎docs/api/_autosummary/diff_diff.DiagnosticReport.rst‎

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diff\_diff.DiagnosticReport
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===========================
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.. currentmodule:: diff_diff
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.. autoclass:: DiagnosticReport
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~DiagnosticReport.__init__
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~DiagnosticReport.export_markdown
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~DiagnosticReport.full_report
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~DiagnosticReport.run_all
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~DiagnosticReport.summary
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~DiagnosticReport.to_dataframe
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~DiagnosticReport.to_dict
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.. rubric:: Attributes
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.. autosummary::
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~DiagnosticReport.applicable_checks
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~DiagnosticReport.skipped_checks
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‎docs/api/_autosummary/diff_diff.DiagnosticReportResults.rst‎

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diff\_diff.DiagnosticReportResults
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==================================
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.. currentmodule:: diff_diff
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.. autoclass:: DiagnosticReportResults
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~DiagnosticReportResults.__init__
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.. rubric:: Attributes
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.. autosummary::
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~DiagnosticReportResults.warnings
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~DiagnosticReportResults.schema
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~DiagnosticReportResults.interpretation
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~DiagnosticReportResults.applicable_checks
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~DiagnosticReportResults.skipped_checks
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‎docs/api/_autosummary/diff_diff.HADPretestReport.rst‎

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diff\_diff.HADPretestReport
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===========================
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.. currentmodule:: diff_diff
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.. autoclass:: HADPretestReport
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~HADPretestReport.__init__
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~HADPretestReport.print_summary
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~HADPretestReport.summary
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~HADPretestReport.to_dataframe
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~HADPretestReport.to_dict
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.. rubric:: Attributes
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.. autosummary::
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~HADPretestReport.aggregate
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~HADPretestReport.homogeneity_joint
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~HADPretestReport.pretrends_joint
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~HADPretestReport.qug
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~HADPretestReport.stute
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~HADPretestReport.yatchew
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~HADPretestReport.all_pass
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~HADPretestReport.verdict
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~HADPretestReport.alpha
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~HADPretestReport.n_obs
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‎docs/api/_autosummary/diff_diff.LocalLinearFit.rst‎

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diff\_diff.LocalLinearFit
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=========================
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.. currentmodule:: diff_diff
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.. autoclass:: LocalLinearFit
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~LocalLinearFit.__init__
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.. rubric:: Attributes
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.. autosummary::
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~LocalLinearFit.intercept
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~LocalLinearFit.slope
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~LocalLinearFit.n_effective
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~LocalLinearFit.bandwidth
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~LocalLinearFit.kernel
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~LocalLinearFit.boundary
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~LocalLinearFit.residuals
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~LocalLinearFit.kernel_weights
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~LocalLinearFit.design_matrix
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‎docs/api/_autosummary/diff_diff.OutcomeShape.rst‎

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diff\_diff.OutcomeShape
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=======================
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.. currentmodule:: diff_diff
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.. autoclass:: OutcomeShape
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:no-members:
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.. rubric:: Methods
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.. autosummary::
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~OutcomeShape.__init__
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.. rubric:: Attributes
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.. autosummary::
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~OutcomeShape.n_distinct_values
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~OutcomeShape.pct_zeros
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~OutcomeShape.value_min
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~OutcomeShape.value_max
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~OutcomeShape.skewness
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~OutcomeShape.excess_kurtosis
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~OutcomeShape.is_integer_valued
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~OutcomeShape.is_count_like
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~OutcomeShape.is_bounded_unit
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