coefSummary: Summarize the posterior distribution for coefficients

In liulch/bpCausal: Bayesian Causal Inference with TSCS Data

Summarize the posterior distribution for coefficients

Description

Summarize the posterior distribution for coefficients

Usage

coefSummary(x, burn = 0)

Arguments

x	a bpCausal object.
burn	an integer specifying the length of burn in iterations of (remaining) MCMC run. Default is 0.

Value

est.beta	posterior means and credible intervals for constant coefficients.
est.alpha	posterior means and credible intervals for unit-level random coefficients.
est.xi	posterior means and credible intervals for time-level random coefficients.
est.phi.xi	posterior means and credible intervals for ar1 parameters of time-varying parameters.
est.phi.f	posterior means and credible intervals for ar1 parameters of factors.

References

A Bayesian Alternative to Synthetic Control for Comparative Case Studies. Pang et. al (2021).

See Also

bpCausal

liulch/bpCausal documentation built on Jan. 16, 2024, 10:59 p.m.