Fig 7 - حسب Susana Conde (5495675)

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Observed adjusted Rand index for iteration in FRECL, 100 runs. حسب Susana Conde (5495675)

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Observed adjusted Rand index for one-replicate simulations (with AR(1), <i>ρ</i> = 0.5, <i>σ</i>² = 0.1) against the number of clusters <i>K</i> = 3, 6, 9, 12 (on the ho... حسب Susana Conde (5495675)

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Observed adjusted Rand index x100 between the methods for the partitions found setting <i>K</i> = 10 clusters in the data set with mean gene expressions spread in one day. حسب Susana Conde (5495675)

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Mean observed adjusted Rand index; and Rand index, left and right respectively, over 50 simulations. حسب Susana Conde (5495675)

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Observed sample means and standard deviations of the distributions of the % ARI in the 50 simulations; comparing different numbers of individual FPCs for Alt 1 (<i>Y</i>, <i>X</i>)... حسب Susana Conde (5495675)

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Observed sample means and standard deviations of the distributions of the % ARI in the 50 simulations. حسب Susana Conde (5495675)

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Observed adjusted Rand index x100 between the methods for the partitions found setting <i>K</i> = 10 clusters in the data set with mean gene expressions in two days. حسب Susana Conde (5495675)

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Line plots with the RI for the simulations with one replicate against the number of clusters for FRECL and the five alternative methods for simulated data sets. حسب Susana Conde (5495675)

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Mean true positive and true negative clustering rates, 50 simulations for FRECL. حسب Susana Conde (5495675)

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Observed adjusted Rand index x100 between the methods for the partitions found setting <i>K</i> = 10 clusters in the data set with mean gene expressions spread in one day. حسب Susana Conde (5495675)

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Illustration of simulated gene expressions during 48 hours, see horizontal axis, based on [60]’s data set. Left, raw simulated values; right, smoothed values. حسب Susana Conde (5495675)

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Observed sample means and standard deviations of the distributions of the % ARI in the 50 simulations; comparing analyses where the alternative methods were performed with either <... حسب Susana Conde (5495675)

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Line plots with the TPR for the simulations with one replicate against the number of clusters for FRECL and the five alternative methods for simulated data sets. حسب Susana Conde (5495675)

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Observed distributions of ARI ×100 from the FRECL partition after consensus clustering; against the number of runs. حسب Susana Conde (5495675)

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Line plots with the TNR for the simulations with one replicate against the number of clusters for FRECL and the five alternative methods for simulated data sets. حسب Susana Conde (5495675)

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AR(1) error term, <i>ρ</i> = 0.5, <i>σ</i>² = 0.1 versus i.i.d., <i>σ</i>² = 1 for all the methods; <i>K</i> = 3. حسب Susana Conde (5495675)

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Each column represents a cluster designated by FRECL, either when considering the average across the two days (1d) or the two days separately (2d). حسب Susana Conde (5495675)

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Observed adjusted Rand index x100 between the methods for the partitions found setting <i>K</i> = 10 clusters in the data set with mean gene expressions in two days. حسب Susana Conde (5495675)

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Surface plots for the parameter estimates of FRECL. حسب Susana Conde (5495675)

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