Figure 7.
Multivariate analysis of electrophysiological parameters. A, Grouping of parameters according to their CV and their η2. The nine numbered data points correspond, respectively, to the numbered parameters in B. The half-box (near the origin of axes) encloses parameters with η2 < 0.1 and CV < 0.35. B, Density plots (computed with a Gaussian kernel) of the nine parameters with η2 > 0.1, separated by transgenic line. Only the two extreme x-values are indicated for each plot. Parameters 1–3 are plotted in a logarithmic scale. C, Total-sample correlation matrix of parameters 1–9; the absolute values of the pairwise Pearson correlation coefficients are coded by color. D, Pooled within-group correlation matrix of the nine parameters. Note the separate clusters of passive (1–3) and active (4–9) parameters; parameters are correlated within, but not between, each cluster. E, Scatterplot of the electrophysiological parameters of the three neuronal subtypes in the principal component plane. Each principal component is a linear combination of the original 9 parameters; PC1 correlates strongly with active parameters, PC2 with passive parameters. X94 data points are separated into layer 4 and layer 5B cells. F, Scatterplot of the electrophysiological parameters of the three neuronal subsets in the canonical discriminant function plane. Each CDF is a linear combination of 11 electrophysiological parameters. X94 neurons are separated into layer 4 cells and layer 5B cells. The two intersecting lines separate the plane into three regions, with good segregation of the three groups into separate regions.