R: Ensures Mutually Consistent Beliefs When Using IVs

# Ensures Mutually Consistent Beliefs When Using IVs

## Documentation for package ‘ivdoctr’ version 1.0.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

afghan | Burde and Linden (2013, AEJ Applied) Dataset
b_functionA3 | B function from Proposition A3
candidate1 | Evaluates the corners given user bounds. Vectorized wrt multiple draws of obs.
candidate2 | Evaluates the edge where k is on the boundary. Vectorized wrt multiple draws of obs.
candidate3 | Evaluates the edge where r_TstarU is on the boundary.
collapse_3d_array | Collapse 3-d array to matrix
colonial | Acemoglu, Johnson, and Robinson (2001) Dataset
draw_bounds | Computes bounds for simulated data
draw_observables | Simulates different data draws
draw_sigma_jeffreys | Draws covariance matrix using the Jeffrey's Prior
format_est | Creates LaTeX code for parameter estimates
format_HPDI | Creates LaTeX code for the HPDI
format_se | Creates LaTeX code for the standard error
getCoverage | Computes coverage of list of intervals
getInterval | Generates smallest covering interval
get_alpha_bounds | Computes a0 and a1 bounds
get_beta | Solves for beta
get_beta_bounds_binary | Returns beta bounds in binary case using grid search
get_beta_bounds_binary_post | Generates beta bounds off of beta draws
get_bounds_unrest | Wrapper function combines all unrestricted bounds together. Vectorized
get_estimates | Computes OLS and IV estimates
get_k_bounds_unrest | Given observables from the data, generates unrestricted bounds for kappa. Vectorized
get_L | Computes L, lower bound for kappa_tilde in paper
get_M | Solves for the magnification factor
get_new_draws | Computes beliefs that support valid instrument
get_observables | Given data and function specification, returns the relevant correlations and covariances with any exogenous controls projected out.
get_psi_lower | Computes the lower bound of psi for binary data
get_psi_upper | Computes the upper bound of psi for binary data
get_p_valid | Compute the share of draws that could contain a valid instrument.
get_r_TstarU_bounds_unrest | Given observables from the data, generates the unrestricted bounds for rho_TstarU. Data does not impose any restrictions on r_TstarU Vectorized
get_r_uz | Solves for r_uz given observables, r_TstarU, and kappa
get_r_uz_bounds | Evaluates r_uz bounds given user restrictions on r_TstarU and kappa
get_r_uz_bounds_unrest | Given observables from the data, generates the unrestricted bounds for rho_uz. Vectorized
get_s_u | Solves for the variance of the error term u
g_functionA2 | G function from Proposition A.2
ivdoctr | Generates parameter estimates given user restrictions and data
makeTable | Generates table of parameter estimates given user restrictions and data
make_full_row | Takes the OLS and IV estimates and converts it to a row of the LaTeX table
make_tex_row | Makes LaTeX code to make a row of a table and shift by some amount of columns if necessary
map2color | Generates a custom color palette given a vector of numbers
myformat | Rounds x to two decimal places
plot_3d_beta | Plot ivdoctr Restrictions
rect_points | Construct vectors of points that outline a rectangle.
rinvwish | Simulate draws from the inverse Wishart distribution
toList | Convert 3-d array to list of matrixes
weber | Becker and Woessmann (2009) Dataset