Use gLRT to compare two models and obtain p values
compare_models.RdUse gLRT to compare two models and obtain p values
Usage
compare_models(
x_full,
theta_estimated_full,
x_null,
theta_estimated_null,
q_vec,
c_by_r,
df_test,
mc.cores = 1
)Arguments
- x_full
Design matrix for the full model
- theta_estimated_full
Estimated coefficients for the full model
- x_null
Design matrix for the null model
- theta_estimated_null
Estimated coefficients for the null model
- q_vec
A vector of capturing probability for each cell
- c_by_r
Cell by region matrix
- df_test
Degree of freedom of the test
- mc.cores
Number of cores in multi-core computing