Statistical Consulting

While we are well acquainted with classical frequentist approaches we specialize in Bayesian methods. Bayesian statistics is used to incorporate prior knowledge and accumulated experience into probability calculations. It is an area of statistics that uses Bayes’ theorem to update prior belief about a probability or population parameter to posterior belief. Bayesian statistics is used in many applications ranging from medical research to email spam filters.

We have experience developing practical applications of Bayesian methods in wide range of complex situations, such as clinical trials and e-commerce. We have developed Bayesian methods and software for our clients that include hierarchal modeling, biomarker driven clinical trials, adaptive randomization, longitudinal data and prediction.

The development of the statistical methodology and software in not complete until we integrate the complex computational code with an ease to use interface such as a website.