Abstract class for all-subject marginal incidence inference in KK designs

Abstract class for all-subject marginal incidence inference in KK designs

Super class

Inference -> InferenceAbstractKKMarginalIncid

Methods

Public methods

• InferenceAbstractKKMarginalIncid$new()

• InferenceAbstractKKMarginalIncid$clone()

+ inherited public methods from Inference

• Inference$capabilities()
• Inference$compute_asymp_confidence_interval()
• Inference$compute_asymp_two_sided_pval()
• Inference$compute_estimate()
• Inference$compute_exact_confidence_interval()
• Inference$compute_exact_two_sided_pval_for_treatment_effect()
• Inference$duplicate()
• Inference$get_analysis_data()
• Inference$get_covariates()
• Inference$get_design_object()
• Inference$get_model_formula()
• Inference$get_nonestimable_reason()
• Inference$get_nonestimable_stage()
• Inference$get_optimization_alg()
• Inference$get_response()
• Inference$get_response_type()
• Inference$get_treatment()
• Inference$is_nonestimable()
• Inference$set_optimization_alg()
• Inference$set_seed()
• Inference$supports()

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InferenceAbstractKKMarginalIncid$new()

Initialize the shared KK marginal-incidence inference base, validate the binary matched/reservoir design, and prepare caches used by InferenceAbstractKKMarginalIncid.

Usage

InferenceAbstractKKMarginalIncid$new(
  des_obj,
  model_formula = NULL,
  verbose = FALSE,
  smart_cold_start_default = NULL
)

Arguments

des_obj

A completed Design object.

model_formula

Optional formula for covariate adjustment. If NULL (default), the formula from the design object is used and its pre-computed design matrix is reused. If a formula is provided, a new design matrix is constructed from the design's imputed covariates.

verbose

A flag indicating whether messages should be displayed.

smart_cold_start_default

Whether to use smart cold start values.

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InferenceAbstractKKMarginalIncid$clone()

The objects of this class are cloneable with this method.

Usage

InferenceAbstractKKMarginalIncid$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.