Estimating and Testing Direct Effects in Directed Acyclic Graphs using Estimating Equations


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Documentation for package ‘CIEE’ version 0.1.1

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bootstrap_se Bootstrap standard error estimates
ciee CIEE: Causal inference based on estimating equations
ciee_loop CIEE: Causal inference based on estimating equations
deriv_obj Score and hessian matrix based on the estimating functions.
est_funct_expr Estimating functions.
generate_data Data generation function
get_estimates CIEE parameter point estimates
hessian Score and hessian matrix based on the estimating functions.
mult_reg Traditional regression approaches.
naive_se Naive standard error estimates
res_reg Traditional regression approaches.
sandwich_se Sandwich standard error estimates
scores Score and hessian matrix based on the estimating functions.
score_and_hessian_matrix_functions Score and hessian matrix based on the estimating functions.
sem_appl Structural equation modeling approach
summary.ciee Summary function.
traditional_regression_functions Traditional regression approaches.