Interpretation of Quantitative Structure−Property and −Activity Relationships

Alan R. Katritzky, Ruslan Petrukhin, Douglas Tatham, Subhash Basak, Emilio Benfenati, Mati Karelson, Uko Maran
2001 Journal of chemical information and computer sciences  
The potential utility of data reduction methods (e.g. principal component analysis) for the analysis of matrices assembled from the related properties of large sets of compounds is discussed by reference to results obtained from solvent polarity scales, ongoing work on solubilities and sweetness properties, and proposed general treatments of toxicities and gas chromatographic retention indices.
doi:10.1021/ci000134w pmid:11410046 fatcat:lpltoqetongnrl4bliujugvcz4