CI.delta: Estimate the interaction index as well as its confidence...

Description Usage Arguments Details Value References

View source: R/drexplorer_IAI.R

Description

This code is extracted from the source code distributed at https://biostatistics.mdanderson.org/SoftwareDownload/

Usage

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CI.delta(
  d1,
  e1,
  d2,
  e2,
  d12,
  e12,
  d2.d1,
  E,
  alpha = 0.05,
  min = 0.02,
  max = 0.98
)

Arguments

d1

dose for drug 1 where drug 2 has dose equal to 0.

e1

corresponding scaled response for drug 1, must between 0 and 1.

d2

dose for drug 2 where drug 1 has dose equal to 0.

e2

corresponding scaled response for drug 2, must between 0 and 1.

d12

the sum of doses from drug 1 and drug 2 when both drugs are administered.

e12

corresponding scaled response when both drugs are administered.

d2.d1

the ratio of the ray design. This is the fixed ratio of dose 2 divided by dose 1.

E

a vector of responses (between 0 and 1) where IAI and confidence interval are to be computed from.

alpha

significance level of confidence interval.

min

response values close to 0 and 1 will lead to extreme values when logit transformation is applied. min is used to truncate the response value so that values less than min are truncated at min.

max

response values close to 0 and 1 will lead to extreme values when logit transformation is applied. max is used to truncate the response value so that values larger than max are truncated at max.

Details

Two versions are included in the source code: CI_IIV2 2008.SSC and CI_IIV2.SSC. At first we implement CI_IIV2.SSC; this gives wider CI band; so we decide to use CI_IIV2 2008.SSC. Further, CI_IIV2 2008.SSC has a more recent date and thus most updated.

Value

a data frame with columns IAI, IAI.low, IAI.up, E, dx1 (corresponding dose of drug 1), dx2 (corresponding dose of drug 1), dx12 (corresponding dose of combined drug, same as definition of d12).

References

Lee, J. J., & Kong, M. (2009). Confidence intervals of interaction index for assessing multiple drug interaction. Statistics in biopharmaceutical research, 1(1), 4-17.


lshen1/drexplorer2 documentation built on June 2, 2020, 9:27 p.m.