Scale-Specific Similarity Measure for Analysis of Gene Expression Time Series

Combined cross-correlation and multi-resolution of maximal overlap discrete wavelets, the scale-specific similarity measure for the analysis of gene expression time series is provided, which can capture the relationship of co-expression under time-delay and local time points. The scale-specific similarity measure have more possible to capture more biological knowledge than Pearson correlation and cross correlation.