ivregEX (version 1.0)

Create Independent Evidence in IV Analyses and Do Sensitivity Analysis in Regression and IV Analysis

Description

Allows you to create an evidence factor (EX analysis) in an instrumental variables regression model. Additionally, performs Sensitivity analysis for OLS analysis, 2SLS analysis and EX analysis with interpretable plotting and printing features.

Copy Link

Version

Install

install.packages('ivregEX')

Monthly Downloads

Version

1.0

License

GPL (>= 2)

Maintainer

Bikram Karmakar

Last Published

July 19th, 2017

Functions in ivregEX (1.0)

plot_confregion

Plot Confidence Region

print.ivregDecision

Printing object of class "ivregDecision"

sensOLS

Sensitivity Interval for Least Squared Estimator

senslm

Sensitivity analysis of a least squared regression estimator

ivreg.EX

Constructing independent evidence (EX estimates) in an IV regression

ivreg.fit.EX

Fits the Two Stage Least Squared Estimates and EX estimates

ivregEX-package

ivregEX

plot.ivregDecision

Plotting an object of class 'ivregDecision' or 'ivregDecisionList'

plot.sensIvregEX

Plotting of Sensitivity Analyses

plot.si

Plot Insensitive Region

sensEX

Sensitivity Interval for Secondary EX Estimator

sensIvreg

Sensitivity analysis in instrumental variables regression model

coeftestIV

Coefficient test of output of ivreg.EX.

get_nrnc

Find the grid structure in plotting

print.si

Printing object of class "si"

sens2SLS

Sensitivity Interval for Two Stage Least Squared Regression