Conducting and Visualizing Specification Curve Analyses


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Documentation for package ‘specr’ version 1.1.0

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example_data Example data set
icc_specs Compute intraclass correlation coefficient
infer_curve Inference on the specification curve
plot.specr.infer Plot specification curve against curves under the null
plot.specr.object Plot specification curve and analytic choices
plot.specr.setup Plot visualization of the specification setup
plot_choices Plot how analytical choices affect results
plot_curve Plot ranked specification curve
plot_decisiontree Plot decision tree
plot_samplesizes Plot sample sizes
plot_specs Plot specification curve and analytical choices
plot_summary Create box plots for given analytical choices
plot_variance Plot variance decomposition
run_specs Estimate all specifications
setup Specifying analytical decisions in a specification setup
specr Fit models across all specifications
summarise_specs Summarise specifications
summary.specr.infer Summarizing inference on the specification curve
summary.specr.object Summarizing the Specification Curve Analysis
summary.specr.setup Summarizing the Specifications Setup