Abstract: An automated expert system that uses split-run and factorial design methods to determine which factors are most important in an experiment. The expert system is architected into Design, Execute and Evaluate phases, to assist a user in developing a Factorial Design experiment in which one, two or three factors are tested simultaneously. In a preferred embodiment, a database infrastructure and web client, browser-based methodology functions as the expert system (a “wizard”) to design experiments, build control groups and evaluate results, all with the goal of discovering what values for which factors will yield the optimum response from subjects.

Abstract: An automated expert system that uses split-run and factorial design methods to determine which factors are most important in an experiment. The expert system is architected into Design, Execute and Evaluate phases, to assist a user in developing a Factorial Design experiment in which one, two or three factors are tested simultaneously. In a preferred embodiment, a database infrastructure and web client, browser-based methodology functions as the expert system (a “wizard”) to design experiments, build control groups and evaluate results, all with the goal of discovering what values for which factors will yield the optimum response from subjects.

Abstract: An automated, unified, interactive system and methods for marketing. After a Marketer uploads transaction and customer data, the system automatically analyzes this data to predict at least one of the group consisting of purchase probabilities, likely buyers, up-sell opportunities, cross-sell opportunities, and potential defectors; selects a marketing campaign and customers to target in that marketing campaign, the step of selecting customers being based upon results from the step of analyzing customer and transaction data; predicts anticipated response rate and/or revenue from the marketing campaign; delivers at least one list of the customers to target, wherein the list of customers further comprises customer records; supplies an expert system to test elements of the campaigns such as targeting and offers; and collects fees based on a number of the records downloaded.