R: An API for M-Estimation

# An API for M-Estimation

## Documentation for package ‘geex’ version 1.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

geex-package | geex: M-estimation API
approx_control-class | approx_control S4 class
basic_control-class | basic_control S4 class
coef-method | Gets the parameter estimates from a geex object
compute_sigma | Compute empirical sandwich covariate estimator
correction | Creates a correct_control object
correct_by | Correct sandwich components
correct_control-class | correct_control S4 class
create_basis | Creates an m_estimation_basis object
create_GFUN | Creates a function that sums over psi functions
create_GFUN-method | Creates a function that sums over psi functions
create_psiFUN_list | Creates list of psi functions
create_psiFUN_list-method | Creates list of psi functions
deriv_control-class | deriv_control S4 class
diagnose_roots | Diagnose roots of estimating equations
estimate_GFUN_roots | Estimate roots for a set of estimating equations
estimate_sandwich_matrices | Estimate component matrices of the empirical sandwich covariance estimator
estimating_function-class | estimating_function S4 class
fay_bias_correction | Correct sandwich variance estimator byFay's bias correction
fay_df_correction | Correct sandwich variance inference by Fay's degrees of freedom correction
geex | geex: M-estimation API
geex-class | geex S4 class
geexex | Dataset used to illustrate Stefanski and Boos examples.
geex_control-class | geex_control S4 class
geex_summary-class | geex summary object
get_corrections | Gets the corrections from a geex object
get_corrections-method | Gets the corrections from a geex object
grab | Grab something from an object
grab_bread | Grabs the .A (bread matrix) slot
grab_bread-method | Grabs the .A (bread matrix) slot
grab_bread_list | Gets the .A_i (list of bread matrices) slot
grab_bread_list-method | Gets the .A_i (list of bread matrices) slot
grab_design_levels | Grab a list of the levels of factor variables in a model.
grab_design_matrix | Grab a matrix of fixed effects from a model object
grab_ee_list | Gets the .ee_i (observed estimating function) slot
grab_ee_list-method | Gets the .B_i (list of bread matrices) slot
grab_estFUN | Grab estimating functions from a model object
grab_estFUN-method | Grab estimating functions from a model object
grab_fixed_formula | Grab the RHS formula from a model object
grab_GFUN | Gets the .psi_list slot in a m_estimation_basis
grab_GFUN-method | Gets the .psi_list slot in a m_estimation_basis
grab_meat | Gets the .B (meat matrix) slot
grab_meat-method | Gets the .B (meat matrix) slot
grab_meat_list | Gets the .B_i (list of bread matrices) slot
grab_meat_list-method | Gets the .B_i (list of bread matrices) slot
grab_psiFUN | Grab estimating functions from a model object
grab_psiFUN.geeglm | Grab estimating functions from a model object
grab_psiFUN.glm | Grab estimating functions from a model object
grab_psiFUN.merMod | Grab estimating functions from a model object
grab_psiFUN_list | Gets the .psi_list slot in a m_estimation_basis
grab_psiFUN_list-method | Gets the .psi_list slot in a m_estimation_basis
grab_response | Grab a vector of responses from a model object
grab_response_formula | Grab the LHS formula from a model object
m_estimate | Estimate parameters and their covariance from a set of estimating equations
m_estimation_basis-class | m_estimation_basis S4 class
nobs-method | Extract the number observations
roots | Gets the parameter estimates matrix from a geex object
roots-method | Gets the parameter estimates matrix from a geex object
root_control-class | root_control S4 class
sandwich_components-class | sandwich_components S4 class
setup_approx_control | Setup an approx_control object
setup_control | Setup a basic_control object
setup_deriv_control | Setup a deriv_control object
setup_root_control | Setup a root_control object
show | Show (print) the S4 geex classes
show-method | Show (print) the S4 geex classes
summary-method | Object Summaries
vcov-method | Gets the variance-covariance matrix from a geex object
weights-method | Extract Model weights