GMMEstimator            GMM Estimator
MEstimator              M-Estimator
actg175                 ACTG 175 clinical trial data
additive_design_matrix
                        Build an additive design matrix for GAMs
aft_predictions_function
                        Function-level predicted survival measures from
                        an AFT model
aft_predictions_individual
                        Predicted survival measures from an AFT model
aggregate_efuncs        Aggregate estimating function contributions by
                        group
bonate_adverse          Bonate adverse events data
breast_cancer           Breast cancer survival data
collett_bladder         Collett bladder cancer recurrence data
compute_confidence_bands
                        Compute confidence bands from theta and
                        covariance
compute_sandwich        Compute the empirical sandwich variance
                        estimator
confidence_bands        Confidence bands for parameter vectors
confidence_intervals    Confidence intervals for M-Estimator parameters
convert_survival_measures
                        Convert between survival analysis measures
crime                   US state crime data
cutler1995              Cutler (1995) pharmacodynamic data
deli-augment            Augment data with predictions from a fitted
                        deli estimator
deli-conditions         The condition classes deli raises
deli-display            Display methods for deli estimators
deli-generics           Standard S3 generics for deli estimators
deli-predict            Predictions from a fitted deli estimator
deli-tidiers            Broom tidiers for deli estimators
deli_digamma            Digamma function
deli_polygamma          Polygamma function
deli_spline             Generate polynomial spline basis terms
delta_method            Delta method for variance of transformed
                        parameters
ee_2sls                 Estimating equations for Two-Stage Least
                        Squares (2SLS)
ee_additive_regression
                        Estimating equation for additive regression
                        (GAM)
ee_aft                  Estimating equation for accelerated failure
                        time models
ee_aipw                 Estimating equations for augmented inverse
                        probability weighting (AIPW)
ee_beta_regression      Estimating equation for beta regression
ee_bridge_regression    Estimating equation for bridge penalized
                        regression
ee_dlasso_regression    Estimating equation for differentiable LASSO
                        regression
ee_elasticnet_regression
                        Estimating equation for elastic net regression
ee_emax                 Estimating equation for E-max dose-response
                        model
ee_emax_ed              Estimating equation for delta-effective dose
                        (E-max)
ee_gestimation_snmm     Estimating equations for g-estimation of
                        structural nested mean models
ee_gformula             Estimating equations for the g-formula
                        (g-computation)
ee_glm                  Estimating equation for generalized linear
                        models
ee_ipw                  Estimating equations for inverse probability
                        weighting (IPW)
ee_ipw_msm              Estimating equations for IPW marginal
                        structural model
ee_iv_causal            Estimating equations for instrumental variable
                        (IV) estimation
ee_lasso_regression     Estimating equation for approximate LASSO
                        regression
ee_loglogistic          Estimating equation for 4-parameter
                        log-logistic dose-response model
ee_loglogistic_ed       Estimating equation for delta-effective dose
                        (log-logistic)
ee_mean                 Estimating equation for the mean
ee_mean_geometric       Estimating equation for the geometric mean
ee_mean_robust          Estimating equation for the robust mean
ee_mean_sensitivity_analysis
                        Estimating equations for weighted sensitivity
                        analysis of the mean
ee_mean_variance        Estimating equations for the mean and variance
ee_mlogit               Estimating equation for multinomial logistic
                        regression
ee_percentile           Estimating equation for the percentile
ee_plogit               Estimating equation for pooled logistic
                        regression
ee_positive_mean_deviation
                        Estimating equations for the positive mean
                        deviation
ee_regression           Estimating equation for regression
ee_regression_calibration
                        Estimating equation for regression calibration
ee_ridge_regression     Estimating equation for ridge regression
ee_robust_regression    Estimating equation for robust regression
ee_rogan_gladen         Estimating equation for Rogan-Gladen correction
ee_rogan_gladen_extended
                        Estimating equation for extended Rogan-Gladen
                        correction
ee_survival_model       Estimating equation for parametric survival
                        models
ee_tobit                Estimating equation for Tobit regression (Type
                        I)
estimate                Estimate parameters and sandwich variance
get_tested              GetTested randomized trial data
gmm_estimate            One-step GMM estimation
identity_transform      Identity transformation
inderjit                Inderjit dose-response data
influence_functions     Influence functions for M-Estimator
inverse_logit           Inverse logistic transformation
lau_wihs                Lau WIHS HIV/CD4 data
logit                   Logistic transformation
m_estimate              One-step M-estimation
mroz                    Mroz labor force participation data
nsduh                   NSDUH substance use survey data
p_values                P-values for M-Estimator parameters
plogit_predict          Predicted survival measures from a pooled
                        logistic regression model
pparg                   PPARg cheminformatics data
regression_predictions
                        Generate predicted values from a regression
                        model
robust_loss_functions   Robust loss function derivatives
robust_regress          Robust regression example data
s_values                S-values (surprisal) for M-Estimator parameters
sdss_quasar             SDSS quasar survey data
shaq_free_throws        Shaquille O'Neal free throw data
standard_normal_cdf     Standard normal CDF
standard_normal_pdf     Standard normal PDF
survival_predictions    Generate predicted survival measures from a
                        parametric survival model
z_scores                Z-scores for M-Estimator parameters
