The title «101 Graphical Techniques», itself indicates the very purpose of the book. Data visualization or graphical representation of Statistical data is now an emerging subfield of Statistics. Though various graphical techniques existed in statist!cal literature but some very common graphical techniques are found to replicate themselves in almost all books and journals. But with the advances in the field of technology the use of graphics has increased many times. Today, graphical methods play an important role in all aspects of statistical investigation-it begins with explanatory plots, supports various stages of analysis and helps in the final communication and display of results. These days we see extensive use of graphics in print media, television news, sports coverage, advertisement etc. And this gives us an idea about the development of statistical graphics. Most of the recent versions of statistical software are now producing high-resolution selfexplanatory graphics and is adding number of more graphs in every recent version of their product. However, the software packages do not provide sufficient text to support the purpose and interpretation of the relatively less common graphics and this in turn restrict their use. Social scientists can now get their data analyzed by using graphical tools that are handy and easier compared to other statistical methods. But absence of proper text has hindered the development of graphics and there use is restricted even though software is available for producing the graphs. The graphical techniques, if used can reduce a lot of calculations that is involved with other statistical techniques in reaching to a conclusion. A number of data analyst and research workers are in search of a text which can act as a torch bearer in the world of statistical graphics. Various universities of Europe and USA have started to develop specialized courses on «Data Visualization» or «Statistical Graphics». The trend is soon going to enter different parts of the globe and this book can be considered a handy material for «Statistical Graphics». The book comprises of 10 I statistical plots that can be used for analysis, display and comparison of data. Data sets are provided with most of the plots and relevant calculation if any are also shown. The variables considered along the axes are highlighted and the interpretation of the graph is also discussed. The uses of each of the graphical tool are forwarded along with some related statistical/graphical tools. * Extensive point wise discussion about many known and unknown graphical tools * Live data set of reach plot * Related statistical tool for each plot * Helps the reader to choose appropriate plot for his/her data * Illustrations of teach graphical tool with all relevant accessories
Author(s): Kishore K Das and Dibyojyoti Bhattacharjee
Publisher: Asian Books (India)
Year: 2008
Language: English
Commentary: Proper Front Cover, Back Cover
Pages: 263
Tags: Математика;Теория вероятностей и математическая статистика;Математическая статистика;Прикладная математическая статистика;
Preface......Page 6
Contents
......Page 8
List of Tables......Page 12
List of Figures......Page 16
Age Pyramid......Page 20
Andrews Curve......Page 22
ANOM Plot......Page 25
Area Charts......Page 27
Association Plot......Page 29
Auto Correlation Plot......Page 32
Auto Covariance Plot......Page 34
Bar Chart(Simple)......Page 36
Bar Chart (Multiple)
......Page 38
Bar Chart (Sub divided)
......Page 40
Bihistogram......Page 42
Binomialness Plot......Page 44
Block Plot......Page 47
Box Plot
......Page 50
Box-Cox Linearity Plot......Page 53
Box-Cox Nonnality Plot......Page 56
Bubble Plot......Page 59
Bubble Plot (Categorical)......Page 62
Cartogram......Page 65
Categorical Scatter Plot......Page 67
c-Chart......Page 70
Chernoff Icon Plot
......Page 73
Chi Plot......Page 76
Chigram......Page 79
Circles......Page 82
Column Icon Plot......Page 83
Column Plot (Circular Base)......Page 85
Comovement Plot......Page 87
Contour Plot......Page 89
Coplots......Page 91
Correlation Plot......Page 93
Corrgram
......Page 95
Cubes......Page 97
CUSUM Control Chart......Page 99
Duane Plot......Page 101
Dendrogram......Page 103
Detrended Probability Plot......Page 106
Deviation Plot......Page 109
Digraph......Page 111
DOE Mean Plot......Page 113
DOE Scatter Plot......Page 115
Double Y Axis Plot......Page 117
Doughnut Chart......Page 119
Dubey Plot......Page 121
EDF Plot......Page 124
EDF Plot (with Doksum Bounds)......Page 127
Error-Bar Plot......Page 131
EWMA Control Chart......Page 133
Extreme Plot......Page 136
Fish bone Chart......Page 138
Four Fold Display......Page 139
Frequency Polygon/Curve......Page 142
Glyph Plot......Page 144
Glyph Plot (Categorical)......Page 146
Hanging Rootogram......Page 148
Hilo Diagram
......Page 150
Histogram......Page 152
Historigrams......Page 154
Honloscedesticity Plot......Page 156
I Plot......Page 158
Interaction Plot......Page 160
Jittered plot......Page 162
Kaplan Meier Plot......Page 164
Lag Plot
......Page 166
Line Diagram......Page 168
Linear Intercept Plot......Page 170
Linear Slope Plot......Page 172
Lorenz Curve......Page 174
Mosaic Plot......Page 177
Moving Average Plot......Page 181
MSE Plot......Page 183
Normal Probability Plot......Page 186
np-Chart......Page 189
Ogive......Page 192
Ord Plot......Page 194
Parallel Co-ordinate Plot......Page 199
Pareto Plot......Page 202
p-Chatt......Page 205
Percent Defective Plot......Page 208
Pictogram......Page 210
Pie Diagram......Page 212
Pie Icon Plot......Page 214
Poissonness Plot......Page 216
Probability Plot......Page 219
Profile Icon Plot......Page 222
Q-Q Plot......Page 224
R-Chart......Page 226
Radar Plot......Page 229
Residual Histogram......Page 231
Residual Plot......Page 233
Rootogram......Page 235
Run Sequence plot......Page 237
Scatter Diagram......Page 239
Scatterplot Matrix......Page 242
Sieve's Diagram......Page 244
Stacked Line Chart......Page 246
Star Icon Plot......Page 248
Stem and Leaf Diagram......Page 250
Sunflower Plot......Page 252
Sunflower Plot (Categorical)
......Page 254
Sunray Icon Plot
......Page 256
References
......Page 258
Glossary......Page 261
