Analysis Results
Modified Dixon Up-and-Down Method
The modified Dixon sequential (up-and-down) method is a dose-finding strategy: if the previous case is effective, the next case receives a lower dose; if the previous case is ineffective, the next case receives a higher dose. After obtaining multiple "effective ↔ ineffective" transition points, the ED 50 and its 95% confidence interval are calculated.
This is the mainstream approach in anesthetic clinical pharmacology research for determining the ED 50 of sedation, induction, or suppression responses.
Probit Regression
A generalized linear model with a probit link function is fitted to the binary effect data (0 = ineffective, 1 = effective) against dose. The model estimates the dose-response relationship and allows calculation of any ED value (e.g., ED 50 , ED 95 ) along with 95% confidence intervals using the delta method (MASS::dose.p).