Abstract: The invention relates to a method for screening a library of peptide ligands, said library comprising a plurality of polypeptides covalently linked to a molecular scaffold at two or more amino acid residues, comprising the steps of displaying said library of peptide ligands in a genetic display system, wherein the polypeptide comprises two or more reactive groups which form a covalent linkage to the molecular scaffold, and at least one loop which comprises a sequence of amino acids subtended between two of said reactive groups; exposing the peptide ligands to one or more cells which display one or more target molecules on the cell surface; and screening the peptide ligands for binding against the target, and selecting the ligands which bind to the target.

Abstract: A web-based system for presenting statistical analysis in a natural language textual output comprising: a statistics analysis engine, the engine comprising a pre-processing component, an interpretation component, and a natural language generator component, wherein the pre-processing component verifies the data is statistically appropriate for a pre-selected statistical analysis type, the interpretation component interprets the data according to a pre-selected statistical analysis type, and the natural language generator component generates a natural language textual output for the interpreted data.

Abstract: A computer-implemented method for presenting statistical analysis in a natural language textual output comprising: receiving data to be analyzed by the processor; processing the data according to at least one of a plurality of pre-established statistical analysis types, thereby providing processed data; interpreting the processed data by analyzing the processed data to provide a pre-determined natural language text, thereby providing interpreted data; and generating a natural language textual output for the interpreted data according to at least one pre-established rule for converting the interpreted data to a natural language textual output.

Abstract: A computer-implemented method for presenting statistical analysis in a natural language textual output comprising: receiving data to be analyzed by the processor; processing the data according to at least one of a plurality of pre-established statistical analysis types, thereby providing processed data; interpreting the processed data by analyzing the processed data to provide a pre-determined natural language text, thereby providing interpreted data; and generating a natural language textual output for the interpreted data according to at least one pre-established rule for converting the interpreted data to a natural language textual output.

Abstract: A computer-implemented method for presenting statistical analysis in a natural language textual output comprising: receiving data to be analyzed by the processor; processing the data according to at least one of a plurality of pre-established statistical analysis types, thereby providing processed data; interpreting the processed data by converting the processed data to a pre-determined natural language text, thereby providing interpreted data; and generating a natural language textual output for the interpreted data according to at least one pre-established rule for converting the interpreted data to a natural language textual output.