print.summary.mcee_fit

Prints formatted coefficient tables and inference results for mediated
causal excursion effects, including alpha (Natural Direct Excursion Effect)
and beta (Natural Indirect Excursion Effect) parameters.

Provides methods to analyze micro-randomized trials (MRTs) with binary treatment options. Supports four types of analyses: (1) proximal causal excursion effects, including weighted and centered least squares (WCLS) for continuous proximal outcomes by Boruvka et al. (2018) <doi:10.1080/01621459.2017.1305274> and the estimator for marginal excursion effect (EMEE) for binary proximal outcomes by Qian et al. (2021) <doi:10.1093/biomet/asaa070>; (2) distal causal excursion effects (DCEE) for continuous distal outcomes using a two-stage estimator by Qian (2025) <doi:10.1093/biomtc/ujaf134>; (3) mediated causal excursion effects (MCEE) for continuous distal outcomes, estimating natural direct and indirect excursion effects in the presence of time-varying mediators by Qian (2025) <doi:10.48550/arXiv.2506.20027>; and (4) standardized proximal effect size estimation for continuous proximal outcomes, generalizing the approach in Luers et al. (2019) <doi:10.1007/s11121-017-0862-5> to allow adjustment for baseline and time-varying covariates for improved efficiency.

Tianchen Qian

MRTAnalysis

Assessing Proximal, Distal, and Mediated Causal Excursion
Effects for Micro-Randomized Trials

Shaolin Xiang

Zhaoxi Cheng

Xinyi Song

John Dziak

Audrey Boruvka

print.summary.mcee_fit function

<dl><dt>x</dt>
<dd>An object of class <code>"summary.mcee_fit"</code> from <code>summary.mcee_fit</code>.</dd>
<dt>...</dt>
<dd>Currently unused.</dd></dl>

Arguments

Print method for summary of MCEE fits — print.summary.mcee_fit

<dl>

<dt>x</dt>
<dd>An object of class <code>"summary.mcee_fit"</code> from <code>summary.mcee_fit</code>.</dd>


<dt>...</dt>
<dd>Currently unused.</dd>

</dl>

print.summary.mcee_fit: Print method for summary of MCEE fits

Description

Usage

Value

Arguments

See Also