calc_inst_effect_h5X: Calculates correlation and standard error of instrument with...

In brielin/inspre: INverse SParse REgression

Calculates correlation and standard error of instrument with target feature.

Description

Calculates correlation and standard error of instrument with target feature.

Usage

calc_inst_effect_h5X(inst_id, target, X, X_control, X_ids, X_vars)

Arguments

inst_id	String. Id of instrumental to calculate outcomes from.
target	String. Target feature of the instrument.
X	H5D. Example: ‘X=hfile[[’X']]' where hfile is an hdf5r object containing a data matrix stored under label 'X'.
X_control	Matrix. features by control observations. Usually pulled from X but stored in memory so you don't have to pull the same control observations off of disk for every instrument.
X_ids	Sequence of strings with length equal to number of columns in X. Entries correspond to the instrument applied to that entry.
X_vars	Sequence of strings with length equal to the number of rows in X. Name of the feature measured in that row.

brielin/inspre documentation built on Dec. 3, 2023, 4:55 a.m.