switchSelection2.0.0 package

Endogenous Switching and Sample Selection Regression Models

boot

Bootstrap covariance matrix for least squares estimates of linear regr...

bootstrap

Bootstrap for msel function

coef.msel

Coefficients extraction method for msel.

exogenous_fn

Modify exogenous variables in data frame

fitted.msel

Extract Model Fitted Values

formula_merge

Merge formulas

formula_split

Split formula by symbol

formula.msel

Formulas of msel model.

grad_msel

Gradient of the Log-likelihood Function of Multivariate Ordered Probit...

lnL_msel

Log-likelihood Function of Multivariate Ordered Probit Model

logLik.msel

Extract Log-Likelihood from a Fit of the msel Function.

loocv

Leave-one-out cross-validation

lrtest_msel

Likelihood ratio test

msel

Multivariate and multinomial sample selection and endogenous switching...

nobs.msel

Extract the Number of Observations from a Fit of the msel Function.

predict.msel

Predict method for msel function

print.lrtest_msel

Print Method for Likelihood Ratio Test

print.msel

Print for an Object of Class msel

print.struct_msel

Print for an Object of Class struct_msel

print.summary.lrtest_msel

Print Summary Method for Likelihood Ratio Test

print.summary.msel

Print summary for an Object of Class msel

print.summary.test_msel

Print summary for an Object of Class test_msel

sigma.msel

Extract Residual Standard Deviation 'Sigma'

starsVector

Stars for p-values

struct_msel

Structure of the Object of Class msel

summary.lrtest_msel

Summary Method for Likelihood Ratio Test

summary.msel

Summary for an Object of Class msel

summary.test_msel

Summary for an Object of Class delta_method

test_msel

Tests and confidence intervals for the parameters estimated by the mse...

update_msel

Update msel object with the new estimates

vcov.msel

Calculate Variance-Covariance Matrix for a msel Object.

Estimate the parameters of multivariate endogenous switching and sample selection models using methods described in Newey (2009) <doi:10.1111/j.1368-423X.2008.00263.x>, E. Kossova, B. Potanin (2018) <https://ideas.repec.org/a/ris/apltrx/0346.html>, E. Kossova, L. Kupriianova, B. Potanin (2020) <https://ideas.repec.org/a/ris/apltrx/0391.html> and E. Kossova, B. Potanin (2022) <https://ideas.repec.org/a/ris/apltrx/0455.html>.

  • Maintainer: Bogdan Potanin
  • License: GPL (>= 2)
  • Last published: 2024-09-26