ConfIntervals: GeoLift Confidence Intervals

In facebookincubator/GeoLift: Synthetic Control Method to Calculate Lift at a Geo Level

GeoLift Confidence Intervals

Description

Calculate the Aggregate ATT Confidence Intervals

Usage

ConfIntervals(
  augsynth,
  treatment_start_time,
  treatment_end_time,
  alpha,
  stat_func,
  method,
  grid_size,
  conformal_type,
  ns
)

Arguments

augsynth	Augsynth object.
treatment_start_time	Time index of the start of the treatment.
treatment_end_time	Time index of the end of the treatment.
alpha	Significance level. Set to 0.1 by default.
stat_func	Function to compute the test statistic.
method	A string indicating the method used to calculate the aggregate ATT Confidence Intervals. "conformal": Conformal Inference. "jackknife+": Jackknife+.
grid_size	Number of grid points to use when inverting the hypothesis test for Conformal Inference.
conformal_type	Type of conformal inference used. Can be either "iid" for Independent and identically distributed or "block" for moving block permutations. Set to "iid" by default.
ns	Number of resamples for "iid" permutations if ⁠conformal_type = "iid⁠. Set to 1000 by default.

Value

List the Confidence Interval for the specified alpha.

facebookincubator/GeoLift documentation built on May 31, 2024, 10:09 a.m.