A B C D E F G I L M N O P R S T U V W
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 |
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 |
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 |
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 |
extractcols | Auxiliary function: extracting columns by component names |
fmtResult | Format result for display |
funEval | Evaluate a particular function |
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 |
gmmEstimate | Two-step GMM estimate of TE under point identification |
groupby | Auxiliary function: grouping rows in data |
isfunctionstring | Auxiliary function: check if string is command |
ivEstimate | Obtaining IV-like specifications |
ivj | IV weights |
ivmte | Instrumental Variables: Extrapolation by Marginal Treatment Effects |
ivmteEstimate | Single iteration of estimation procedure from Mogstad, Torgovitsky, Santos (2018) |
l | Listing subsets and components |
lpSetup | Constructing LP problem |
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 |
negationCheck | Check if custom weights are negations of each other |
obsEqMin | Minimizing violation of observational equivalence |
olsj | OLS weights |
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 |
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 |
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 |
tsls | TSLS weights, with controls |
tukeydist | Obtain Tukey half-space quantiles |
unstring | Auxiliary function that converts a vector of strings into an expression containing variable names. |
uSplineBasis | Spline basis function |
uSplineInt | Integrated splines |
vecextract | Auxiliary function: extracting elements from strings |
vignetteResult | Vignette results |
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 |