• CausalFX

  • Referenced in 2 articles [sw15417]
  • binary data only. Methods include instrumental variable bounds, adjustment by a given covariate set, adjustment...
  • OLRIV

  • Referenced in 2 articles [sw02645]
  • known as the overdetermined lattice recursive instrumental variable (OLRIV) belongs to the fast-RLS family ... other one the prediction of the instrumental process.par The geometric complete derivation of the proposed...
  • designmatch

  • Referenced in 2 articles [sw16320]
  • controls, in related settings with instrumental variables, and in discontinuity designs. Also, they...
  • pyvrft

  • Referenced in 2 articles [sw31382]
  • processes using both least-squares and instrumental variable techniques. The package also provides accessory functions...
  • IVPOIS

  • Referenced in 1 article [sw31886]
  • IVPOIS: Stata module to estimate an instrumental variables Poisson regression via GMM. ivpois implements ... Poisson regression and allows endogenous variables to be instrumented ... excluded instruments, hence the acronym for Instrumental Variables (IV) in its name. Standard errors...
  • IVREG2H

  • Referenced in 1 article [sw31887]
  • IVREG2H: Stata module to perform instrumental variables estimation using heteroskedasticity-based instruments. ivreg2h estimates ... instrumental variables regression model providing the option to generate instruments using Lewbel’s (J.Bus.Ec.Stat...
  • ivtools

  • Referenced in 1 article [sw34662]
  • package ivtools: Instrumental Variables. Contains tools for instrumental variables estimation. Currently, non-parametric bounds...
  • LARF

  • Referenced in 1 article [sw37255]
  • LARF: Local Average Response Functions for Instrumental Variable Estimation of Treatment Effects. Provides instrumental variable...
  • rivtest

  • Referenced in 1 article [sw37485]
  • tests for a general class of instrumental-variables models. We present a minimum distance approach ... weak instruments. Under this approach, we propose size-correct tests for limited dependent variable models ... weak-instrument tests for the linear instrumental-variables model by allowing for variance–covariance estimation...
  • ivprobit

  • Referenced in 1 article [sw36822]
  • package ivprobit: Instrumental Variables Probit Model. Compute the instrumental variables probit model using the Amemiya...
  • CQIV

  • Referenced in 1 article [sw31897]
  • Stata module to perform censored quantile instrumental variables regression. cqiv conducts censored quantile instrumental variable...
  • MIIVsem

  • Referenced in 1 article [sw36960]
  • package MIIVsem: Model Implied Instrumental Variable (MIIV) Estimation of Structural Equation Models. Functions for estimating ... structural equation models using instrumental variables...
  • cit

  • Referenced in 1 article [sw17794]
  • association between a DNA variant, the ’instrumental variable’, and a clinical outcome or phenotype ... potential mediator is continuous, and the instrumental variable can be continuous or binary...
  • ImpactIV

  • Referenced in 1 article [sw23423]
  • Effect for Multi-Component Intervention Using Instrumental Variable Method. In this package, you can find ... randomization and multiple-component intervention using instrumental variable method...
  • condivreg

  • Referenced in 3 articles [sw37512]
  • confidence sets with correct size when instruments are potentially weak. We consider inference ... regression model with one endogenous variable and potentially weak instruments. We construct confidence sets ... coefficient on the endogenous variable by inverting the Anderson-Rubin, Lagrange multiplier, and conditional likelihood ... have correct coverage probabilities even when the instruments are weak. We propose a numerically simple...
  • SIVREG

  • Referenced in 1 article [sw37425]
  • invalid instruments. sivreg estimates a linear instrumental variables regression where some of the instruments fail...
  • XTOVERID

  • Referenced in 1 article [sw31894]
  • panel data estimation. For an instrumental variables estimation, this is a test of the null...
  • linearmodels

  • Referenced in 1 article [sw38182]
  • Python. Add linear models including instrumental variable and panel data models that are missing from...
  • ivsacim

  • Referenced in 1 article [sw38225]
  • Cumulative Intensity Models with IV. An instrumental variable estimator under structural cumulative additive intensity model...