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By Gaetano D Gargiulo; Alistair McEwan

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2007). Further, if there are no replicates for X and Y or m1 = m2 = 1, blind-case model and Pearson’s correlation coefficient (Eq. , 2007) ρˆ 12 = n−1 cor ( X, Y ). n (20) Overall, blind-case model presents a simple and parsimonious multivariate approach for estimating the correlation structure of a gene set with blind replication mechanism. g. , 2004) suffers from non-trivial computational complexity as the number of genes and replicated measurements increases. However, blind-case model always imposes a fixed number of parameters in the model.

K. (19) Equations 17-19 are used to obtain the correlation structure from blind-case model. , 2007). Further, if there are no replicates for X and Y or m1 = m2 = 1, blind-case model and Pearson’s correlation coefficient (Eq. , 2007) ρˆ 12 = n−1 cor ( X, Y ). n (20) Overall, blind-case model presents a simple and parsimonious multivariate approach for estimating the correlation structure of a gene set with blind replication mechanism. g. , 2004) suffers from non-trivial computational complexity as the number of genes and replicated measurements increases.

This research used some sample wave forms to represent the different categories. A wave form belongs to a category if it’s more similar to the wave form in that category than any other wave forms. Fig. 3. Variation for continue waveforms. (O’Rourke 2001) Pulse wave is relatively stable under the testing condition: subject setting in a quite environment and keeping calm. The pulse wave analysis result is highly repeatable in this condition. Actually the similarity of pulse waveforms doesn’t change a lot under similar cardiovascular health condition even the heart rate and pulse strength changed, so waveform analysis can fit in different scenarios other than specific testing environment.

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