Группа авторов

Computational Statistics in Data Science


Скачать книгу

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 upper D left-parenthesis beta 1 comma beta 2 right-parenthesis of Equation (3) via coordinate descent starting from t...

      20 Chapter 29Figure 1 Simple computer surrogate model example where the response, images , is m...Figure 2 Example local designs images under MSPE and ALC criteria. Numbers plotte...Figure 3 LAGP‐calculated predictive mean on “Herbie's Tooth” data. Actually,...Figure 4 Time versus accuracy comparison on SARCOS data.

      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

      1  Cover Page

      2  Table of Contents

      3  Title Page

      4  Copyright

      5  List of Contributors

      6  Begin Reading

      7  Index

      8  Abbreviations and Acronyms

      9  Wiley End User License Agreement

      Pages

      1  iv

      2  xxiii

      3  xxiv

      4  xxv

      5  xxvi

      6  xxvii

      7  xxix

      8 xxx

      9  1

      10  3

      11  4

      12  5

      13  6

      14  7

      15  8

      16  9

      17  10

      18  11

      19  12

      20  13

      21  14

      22  15

      23  16

      24  17

      25  18

      26 19

      27 20

      28 21

      29 22

      30  23

      31  24

      32  25

      33  26

      34  27

      35  28

      36  29

      37  30

      38  31

      39  32

      40