Computational Statistics in Data Science. Группа авторов
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16 Chapter 22Figure 1 Classic dataflow visualization architecture.Figure 2 Client–server visualization architecture.Figure 3 (a) Piecewise linear confidence intervals and (b) bootstrapped regr...Figure 4 Dot plot and histogram.Figure 5 2D binning of 100 000 points.Figure 6 2D binning of thousands of clustered points.Figure 7 Massive data scatterplot matrix by Dan Carr [9].Figure 8 nD aggregator illustrated with 2D example.Figure 9 (a) Parallel coordinate plots of all columns and (b) aggregated col...Figure 10 Code snippets for computing statistics on aggregated data sources....Figure 11 Box plots of 100 000 Gaussians.Figure 12 Lensing a scatterplot matrix.Figure 13 Sorted and scrolling parallel coordinates [27].
17 Chapter 23Figure 1 Parallel coordinate plot of the Pima data, colored by the diabetes ...Figure 2 Heatmap of the LDA scores for measuring group separation for one an...Figure 3 PD/ICE plots for predictor smoke, from two fits to the FEV data. Ea...Figure 4 Condvis2 screenshot for a linear model and random forest fit to the...Figure 5 Condvis2 screenshot for a linear model and random forest fit to the...Figure 6 Condvis2 section plots for glucose and age from a BART (dashed line Figure 7 Condvis2 section plots for glucose and age showing classification b...Figure 8 Condvis2 section plots for mixed effects models and random forest f...Figure 9 Condvis2 section plots of two mixed effects models and a fixed effe...
18 Chapter 24Figure 1 Functional data: the hip (a) and knee (b) angles of each of the 39 ...Figure 2 The functional boxplots for the hip and knee angles of each of the ...Figure 3 The bivariate and marginal MS plots for the hip and knee angles of ...Figure 4 The two‐stage functional boxplots for the hip (a) and knee (b) angl...Figure 5 The trajectory functional boxplot (a) and the MSBD–WO plot (b) for ...
19 Chapter 26Figure 1 Minimizing
20 Chapter 29Figure 1 Simple computer surrogate model example where the response,
21 Chapter 31Figure 1 The organization and connections of concepts in this chapter.
22 Chapter 32Figure 1 Synchronous versus asynchronous parallel computing with shared memo...
Guide
7 Index
9 Wiley End User License Agreement
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