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lfe (version 2.8-3)

Linear Group Fixed Effects

Description

Transforms away factors with many levels prior to doing an OLS. Useful for estimating linear models with multiple group fixed effects, and for estimating linear models which uses factors with many levels as pure control variables. Includes support for instrumental variables, conditional F statistics for weak instruments, robust and multi-way clustered standard errors, as well as limited mobility bias correction.

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install.packages('lfe')

Monthly Downloads

10,598

Version

2.8-3

License

Artistic-2.0

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Last Published

March 27th, 2019

Functions in lfe (2.8-3)

demeanlist

Centre vectors on multiple groups
compfactor

Find the connected components
condfstat

Compute conditional F statistic for weak instruments in an IV-estimation with multiple endogenous variables
is.estimable

Verify estimability of function
fevcov

Compute limited mobility bias corrected covariance matrix between fixed effects
fixedse

Compute standard errors for fixed effects
diammatrix

Find diameters of mobility graphs
waldtest

Compute Wald test for joint restrictions on coefficients
efactory

Create estimable function
makeDmatrix

Make sparse matrix of dummies from factor list
mctrace

Compute trace of a large matrix by sample means
felm

Fit a linear model with multiple group fixed effects
summary.felm

Summarize felm model fits
varvars

Compute the variance of the fixed effect variance estimate
kaczmarz

Solve a linear system defined by factors
lfe-package

Overview. Linear Group Fixed Effects
nlexpect

Compute expectation of a function of the coefficients.
sargan

Compute Sargan's S
bccorr

Compute limited mobility bias corrected correlation between fixed effects
btrap

Bootstrap standard errors for the group fixed effects
cgsolve

Solve a symmetric linear system with the conjugate gradient method
getfe

Retrieve the group fixed effects
chainsubset

Chain subset conditions