two_prior_sensitivity: Title Analysis the sensitivity of changing the parameters of...

In nathanxli/BayesPD: Bayesian Problem Driven

Description

Title Analysis the sensitivity of changing the parameters of Gamma distribution, based on the dependency of two Poisson distributions parameters.

Usage

two_prior_sensitivity(sample_size, gamma_theta_a, gamma_theta_b, y.1, y.2,
  gamma_gamma_a, gamma_gamma_b)

Arguments

sample_size	How many samples to produce.
gamma_theta_a	The first parameter of Gamma distribution of θ.
gamma_theta_b	The second parameter of Gamma distribution of θ.
y.1	The first group of data.
y.2	The second group of data.
gamma_gamma_a	The first parameter of Gamma distribution of γ.
gamma_gamma_b	The second parameter of Gamma distribution of γ.

Value

The expectation of the difference between parameters of Poisson distributions given the data.

Examples

two_prior_sensitivity(sample_size = 5000, gamma_theta_a = 2, gamma_theta_b = 1,
y.1 = menchild30bach, y.2 = menchild30nobach,
gamma_gamma_a = 2^(seq(3, 7)), gamma_gamma_b = 2^(seq(3, 7)))

nathanxli/BayesPD documentation built on June 18, 2020, 4:38 a.m.