Specification Curve Analysis for Synthetic Control Methods

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Documentation for package ‘SCMs’ version 0.1.1

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

augment.scest	Augment Synthetic Control Data with Fitted Values and Residuals
b.est.clarabel.ols	Clarabel W Optimization - OLS (Unconstrained)
b.est.clarabel.simplex	Clarabel W Optimization - Simplex
b.est.clarabel.unified	Unified Clarabel W Optimization Dispatcher
b.est.cvxr.fallback	CVXR fallback function for W optimization
bootstrap_null_inference	Bootstrap-based significance testing under null hypothesis of no treatment effect
calculate_abadie_significance	Calculate Multiple Test Statistics and Rank-based P-values
calculate_bootstrap_pvalues	Calculate Bootstrap P-values Using Rank-Based Method
calculate_spec_curve_pvalues_filtered	Calculate Placebo-in-Space Curve-Level Inference
coef.scest	Coef Method for Synthetic Control Methods
create_analysis_config	Create Configuration for Multiple Dataset Analysis
create_bootstrap_dataset	Create Bootstrap Dataset by Unit-level Resampling
create_scm_dataset	Create Dataset for Synthetic Control Method
create_xgboost_config	Create Configuration for Direct Long Format Analysis
enforce_null_hypothesis	Enforce Null Hypothesis by Subtracting Treatment Effects
estimate_sc	Estimate Synthetic Control Model
formula-interface	Formula-Based Interface for SCMs
glance.scest	Extract Model-Level Summary Statistics
inference_placebo	Perform placebo inference with multiple test statistics
inference_sc	Perform Placebo Inference for Synthetic Control Results
perform_bootstrap_inference	Perform Bootstrap Inference
plot.spec_curve	Plot Method for Specification Curve Results
plot_spec_curve	Plot Specification Curve with Internal SHAP Computation and Filtering
print.scdata	Summary Method for Synthetic Control
print.scest	Print Method for Synthetic Control Methods
print.scest_formula	Print Method for Formula-Based Synthetic Control
print.spec_curve	S3 Methods for Specification Curve Objects
run_spec_curve_analysis	Run Specification Curve Analysis with Multiple Configurations
run_xgboost_shap_analysis	Run Direct XGBoost Analysis on Long Format Data
scdata	Create Synthetic Control Data Structure
scest	Synthetic Control Estimation for Single Treated Unit
scplot	Plot Synthetic Control Point Estimates and Prediction Interval
solve_qp_clarabel	Solve QP using Clarabel for V optimization
SpecResultsManager	Specification Results Storage Manager
spec_curve	*CORE ENGINE* - Specification Curve Computation
spec_curve-methods	S3 Methods for Specification Curve Objects
summary.scdata	Summary Method for Synthetic Control Prediction
summary.scest	Summary Method for Synthetic Control Prediction
summary.scest_formula	Summary Method for Formula-Based Synthetic Control
summary.spec_curve	Summary Method for Specification Curve Results
synth	Synthetic Control with Formula Interface
tidy-methods	Broom-Compatible Tidy Methods for Synthetic Control Objects
tidy.scest	Extract Synthetic Control Weights in Tidy Format
tidy.spec_curve	Extract Specification Curve Results in Tidy Format