An API for M-Estimation

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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