Feasible GLS for Serial Correlation and Heteroskedasticity


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Documentation for package ‘fgls’ version 0.1.0

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adf_test Augmented Dickey-Fuller test (screening)
ar_roots Diagnostics of an fgls fit
augment.fgls Tidy, glance and augment fgls fits
cochrane_orcutt Benchmark estimators
compare_fgls Compare fits side by side
confint.fgls Methods for fgls fits
df.residual.fgls Methods for fgls fits
durbin_estimator Benchmark estimators
fgls Feasible GLS for serial correlation and/or heteroskedasticity
fgls-broom Tidy, glance and augment fgls fits
fgls-conditions Conditions signaled by fgls
fgls-methods Methods for fgls fits
fgls_control Advanced options for fgls
fitted.fgls Methods for fgls fits
formula.fgls Methods for fgls fits
glance.fgls Tidy, glance and augment fgls fits
hybrid_gls Benchmark estimators
infeasible_gls Benchmark estimators
lasso_fgls Feasible GLS under heteroskedasticity of unknown form (González-Coya and Perron, 2024)
make_dictionary Candidate covariates for the skedastic function
model.frame.fgls Methods for fgls fits
model.matrix.fgls Methods for fgls fits
nobs.fgls Methods for fgls fits
nonexogeneity_share Diagnostics of an fgls fit
ols_robust Benchmark estimators
plot.fgls Diagnostic plots for fgls fits
predict.fgls Methods for fgls fits
print.fgls Methods for fgls fits
print.fgls_adf Augmented Dickey-Fuller test (screening)
print.fgls_predetermined Test whether lags of the regressors are missing (pre-determinedness)
print.summary.fgls Summarize an fgls fit
residuals.fgls Methods for fgls fits
serial_fgls Feasible GLS for serially correlated errors (Perron and González-Coya, 2026)
simulate_combined Simulate the designs of the papers
simulate_hetero Simulate the designs of the papers
simulate_predictive Simulate the designs of the papers
simulate_serial Simulate the designs of the papers
summary.fgls Summarize an fgls fit
terms.fgls Methods for fgls fits
test_predetermined Test whether lags of the regressors are missing (pre-determinedness)
tidy.fgls Tidy, glance and augment fgls fits
vcov.fgls Methods for fgls fits
weight_diagnostics Diagnostics of an fgls fit