ivmte1.4.0 package

Obtaining IV-like estimands

Parsing marginal treatment response formulas

Function to multiply polynomials

Calulating population mean

Print results

(Alternative) Defining single splines basis functions, with interactio...

Auxiliary function: extract arguments from function in string form

Audit procedure

Obtaining TE bounds

Construct confidence intervals for treatment effects under partial ide...

Construct p-values for treatment effects under partial identification

Spline basis function of order 1

Check polynomial form of the u-term

Auxiliary function: test if object is a formula

Auxiliary function: test if object is a list

Combining the boundedness and monotonicity constraint objects

Construct constant function

Minimizing violation of observational equivalence

Generating design matrices

Auxiliary function: extracting columns by component names

Format result for display

Evaluate a particular function

Generate basis matrix for splines

Generating the constraint matrix

Generate test distribution 1

Generate test distribution 1 with errors

Generate test distribution 2

Generate test distribution 3

Generate test distribution 3 with errors

Generate test distribution 4

Generate test distribution 5 (has errors and a covariate)

Generate test distribution 6 (has errors and a covariate)

Generate basic data set for testing

Generate test data set with covariates

Generate mosquito data set

Generate test data set with splines

Auxiliary function: generating basis vectors

Estimating expectations of terms in the MTR (gamma objects)

Generate Gamma moments for splines

Generating the Gamma moments for splines, for 'testthat'

Function to generate gamma moments for 'testthat'

Generating the grid for the audit procedure

Generate components of the monotonicity constraints

Generating monotonicity and boundedness constraints

Generating moments/data for IV-like estimands

Generating target MTR moments

Generating list of target weight functions

Auxiliary function: extract X and Z covariates from a formula

GMM estimate of TE under point identification

Update splines object with list of interactions

Auxiliary function: check if string is command

Obtaining IV-like specifications

Instrumental Variables: Extrapolation by Marginal Treatment Effects

Single iteration of estimation procedure from Mogstad, Torgovitsky, Sa...

Listing subsets and components

Constructing LP problem

Configure LP environment for obtaining the bounds

Configure LP environment for minimizing the criterion

Configure LP environment for specification testing

Generate equality constraints

Configure LP environment for diagnostics

Configure LP environment to be compatible with solvers

Check magnitude of real number

Convert matrix into triplet form

Function to generate integral of m0 and m1

Auxiliary function: modifying calls

Construct pre-meaned moment matrix

Integrating and evaluating monomials

Check if custom weights are negations of each other

OLS weights

Function to parse options for CPLEX

Function to parse a single set of options for CPLEX

Function to extract feasibility tolerance from CPLEX options

Function to parse options for Gurobi

Function to parse options for lp_solve

Function to parse options for Gurobi

Correct boolean expressions in terms lists

Auxiliary function: generate all permutations of a vector

Auxiliary function: generate all permutation orderings

Estimating propensity scores

Constructing QCQP problem

Constructing QCQP problem for bounding

Configure QCQP problem to find minimum criterion

Configure QP environment for diagnostics

Separating splines from MTR formulas

Function to implement rescaling procedure

Auxiliary function that converts an expression of variable names into ...

Generate Halton sequence

Running cplexAPI solver

Running Gurobi solver

Running lpSolveAPI

Running Rmosek

Select points from audit grid to add to the constraint grid

IV-like weighting function, OLS specification 1

IV-like weighting function, OLS specification 2

IV-like weighting function, OLS specification 3

IV-like weighting function, OLS specifications

Integrating splines

Evaluating splines basis functions

Constructing higher order splines

Convert status code to string

IV-like weighting function, TSLS specification

IV-like weighting function, TSLS specification

Auxiliary function: remove extraneous spaces

Summarize results

IV-like weighting function, Wald specification

Generate symmetric matrix

TSLS weights, with controls

Auxiliary function that converts a vector of strings into an expressio...

Spline basis function

Integrated splines

Auxiliary function: extracting elements from strings

Target weight for ATE

Target weight for ATT

Target weighting function, for ATT

Target weight for ATU

Generating splines weights

Target weight for generalized LATE

Auxiliary function: which for lists

Target weight for LATE