Instrumental Variables: Extrapolation by Marginal Treatment Effects


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Documentation for package ‘ivmte’ version 1.0.0

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A B C D E F G I L M N O P R S T U V W

-- A --

alldup Auxiliary function: determine duplicates
altDefSplinesBasis (Alternative) Defining single splines basis functions, with interactions
argstring Auxiliary function: extract arguments from function in string form
audit Audit procedure

-- B --

bound Obtaining TE bounds
boundCI Construct confidence intervals for treatment effects under partial identification
boundPValue Construct p-values for treatment effects under partial identification
bX Spline basis function of order 1

-- C --

classFormula Auxiliary function: test if object is a formula
classList Auxiliary function: test if object is a list
combinemonobound Combining the boundedness and monotonicity constraint objects
constructConstant Construct constant function

-- D --

design Generating design matrices
diffA Taking first differences of constraint matrices
dtb Basic data set distribution
dtbf Basic data set
dtc Covariates data set distribution
dtcf Covariates data set
dtm Mosquito data set
dts Splines data set distribution
dtsf Splines data set

-- E --

extractcols Auxiliary function: extracting columns by component names

-- F --

fglsEstimate FGLS estimate of TE under point identification
funEval Evaluate a particular function

-- G --

genBasisSplines Generate basis matrix for splines
genboundA Generating the LP constraint matrix for bounds
gendist1 Generate test distribution 1
gendist1e Generate test distribution 1 with errors
gendist2 Generate test distribution 2
gendist3 Generate test distribution 3
gendist3e Generate test distribution 3 with errors
gendist4 Generate test distribution 4
gendistBasic Generate basic data set for testing
gendistCovariates Generate test data set with covariates
gendistMosquito Generate mosquito data set
gendistSplines Generate test data set with splines
genej Auxiliary function: generating basis vectors
genGamma Estimating expectations of terms in the MTR (gamma objects)
genGammaSplines Generate Gamma moments for splines
genGammaSplinesTT Generating the Gamma moments for splines, for 'testthat'
genGammaTT Function to generate gamma moments for 'testthat'
gengrid Generating the grid for the audit procedure
genmonoA Generate LP components of the monotonicity constraints
genmonoboundA Generating monotonicity and boundedness constraints
genmonomial Generating monomials
genpolynomial Generating polynomial functions
genSSet Generating LP moments for IV-like estimands
genTarget Generating LP moments for IV-like estimands
genWeight Generating list of target weight functions
getXZ Auxiliary function: extract X and Z covariates from a formula
groupby Auxiliary function: grouping rows in data

-- I --

isfunctionstring Auxiliary function: check if string is command
ivEstimate Obtaining IV-like specifications
ivj IV weights
ivmte Estimation procedure from Mogstad, Torgovitsky (2017)
ivmteEstimate Single iteration of estimation procedure from Mogstad, Torgovitsky, Santos (2018)

-- L --

l Listing subsets and components
lpSetup Constructing LP problem

-- M --

matchrow Auxiliary function: matching rows in data to a vector
maxminmatch Auxiliary function: finding the max/min within a group in a data set
mInt Function to generate integral of m0 and m1
modcall Auxiliary function: modifying calls

-- N --

negationCheck Check if custom weights are negations of each other

-- O --

obsEqMin Minimizing violation of observational equivalence
olsj OLS weights

-- P --

permute Auxiliary function: generate all permutations of a vector
permuteN Auxiliary function: generate all permutation orderings
piv Obtaining IV-like estimands
polylisteval Evaluating polynomials
polyparse Parsing marginal treatment response formulas
polyProduct Function to multiply polynomials
popmean Calulating population mean
propensity Estimating propensity scores

-- R --

removeSplines Separating splines from MTR formulas
restring Auxiliary function that converts an expression of variable names into a vector of strings.
runCplexAPI Running cplexAPI LP solver
runLpSolveAPI Running lpSolveAPI

-- S --

sOls1d IV-like weighting function, OLS specification 1
sOls2d IV-like weighting function, OLS specification 2
sOls3 IV-like weighting function, OLS specification 3
sOlsSplines IV-like weighting function, OLS specifications
splineInt Integrating splines
splinesBasis Evaluating splines basis functions
splineUpdate Constructing higher order splines
stackA Stacking monotonicity constraint matrices and vectors
sTsls IV-like weighting function, TSLS specification
sTslsSplines IV-like weighting function, TSLS specification
subsetclean Auxiliary function: remove extraneous spaces
sWald IV-like weighting function, Wald specification
symat Generate symmetric matrix

-- T --

tsls TSLS weights, with controls
tukeydist Obtain Tukey half-space quantiles

-- U --

unstring Auxiliary function that converts a vector of strings into an expression containing variable names.
uSplinesBasis Spline basis function
uSplinesInt Integrated splines

-- V --

vecextract Auxiliary function: extracting elements from strings

-- W --

wald Wald weights
wate1 Target weight for ATE
watt1 Target weight for ATT
wAttSplines Target weighting function, for ATT
watu1 Target weight for ATU
weights Generating splines weights
wgenlate1 Target weight for generalized LATE
whichforlist Auxiliary function: 'which' for lists
wlate1 Target weight for LATE