Statistical Modeling, Database Mining, Property Prediction
Do you have experimental properties in your corporate database that haven't been mined or modeled?
In silico models, while not a replacement for
in vitro or
in vivo results, can reduce costs and help make sense out of your project.
The principal has developed a number of novel techniques that leverages data from many different properties or targets to create a well-defined model from limited data.
There are many software packages available for creating statistical models for property prediction. However, creating a model which is simple, robust, interpretable, and leverages all known data is a highly specialized area.
The following services are offered:
training set construction and load balancing
appropriate choice of method
model analysis and interpretation
complete model creation from beginning to end
Initial consultation and/or analysis of your data is available at no cost.