Conducting probit analysis involves several steps. First, collect dose-response data from a controlled experiment. Next, transform the response data using the probit function. Then, perform a regression analysis with dose as the independent variable and the probit-transformed response as the dependent variable. Finally, interpret the regression model to estimate the desired toxicological parameters.