Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies


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Documentation for package ‘lmtp’ version 1.4.0

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create_node_list Create a node list specification
event_locf Time To Event Last Outcome Carried Forward
ipsi IPSI Function Factory
lmtp_contrast Perform Contrasts of LMTP Fits
lmtp_control Set LMTP Estimation Parameters
lmtp_ipw LMTP IPW Estimator
lmtp_sdr LMTP Sequential Doubly Robust Estimator
lmtp_sub LMTP Substitution Estimator
lmtp_tmle LMTP Targeted Maximum Likelihood Estimator
multivariate_data Simulated Multivariate Exposure Data
sim_cens Simulated Longitudinal Data With Censoring
sim_point_surv Simulated Point-treatment Survival Data
sim_t4 Simulated Longitudinal Data
sim_timevary_surv Simulated Time-varying Survival Data
static_binary_off Turn All Treatment Nodes Off
static_binary_on Turn All Treatment Nodes On
tidy.lmtp Tidy a(n) lmtp object