Graphical methods for data analysis (Record no. 51416)
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000 -LEADER | |
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fixed length control field | 04123nam a22002537a 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | ISURa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 190529b xxu||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781315893204 |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | English Language |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 001.422 |
Item number | GRA |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Chambers, John M. |
9 (RLIN) | 72303 |
245 ## - TITLE STATEMENT | |
Title | Graphical methods for data analysis |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Boca Raton |
Name of publisher, distributor, etc | FL : CRC Press |
Date of publication, distribution, etc | 2018 |
300 ## - PHYSICAL DESCRIPTION | |
Extent | Xiv, 395 p, |
Dimensions | 23 cm. |
500 ## - GENERAL NOTE | |
General note | Cover; Title Page; Copyright Page; Preface; Contents; 1: Introduction; 1.1: Why Graphics?; 1.2: What is a Graphical Method for Analyzing Data?; 1.3: A Summary of the Contents; 1.4: The Selection and Presentation of Materials; 1.5: Data Sets; 1.6: Quality of Graphical Displays; 1.7: How Should This Book Be Used?; 2: Portraying the Distribution of a Set of Data; 2.1: Introduction; 2.2: Quantile Plots; 2.3: Symmetry; 2.4: One-Dimensional Scatter Plots; 2.5: Box Plots; 2.6: Histograms; 2.7: Stem-and-Leaf Diagrams; 2.8: Symmetry Plots and Transformations; 2.9: Density Traces. 2.10: Summary and Discussion2.11: Further Reading; Exercises; 3: Comparing Data Distributions; 3.1: Introduction; 3.2: Empirical Quantile-Quantile Plots; 3.3: Collections of Single-Data-Set Displays; 3.4: Notched Box Plots; 3.5: Multiple Density Traces; 3.6: Plotting Ratios and Differences; 3.7: Summary and Discussion; 3.8: Further Reading; Exercises; 4: Studying Two-Dimensional Data; 4.1: Introduction; 4.2: Numerical Summaries are not Enough; 4.3: Examples; 4.4: Looking at the Scatter Plots; 4.5: Studying the Dependence of y on x by Summaries in Vertical Strips. 4.6: Studying the Dependence of y on x by Smoothing4.7: Studying the Dependence of the Spread of y on x by Smoothing Absolute Values of Residuals; 4.8: Fighting Repeated Values with Jitter and Sunflowers; 4.9: Showing Counts with Cellulation and Sunflowers; 4.10: Two-Dimensional Local Densities and Sharpening; 4.11: Mathematical Details of Lowess; 4.12: Summary and Discussion; 4.13: Further Reading; Exercises; 5: Plotting Multivariate Data; 5.1: Introduction; 5.2: One-Dimensional and Two-Dimensional Views; 5.3: Plotting Three Dimensions at Once; 5.4: Plotting Four and More Dimensions. 5.5: Combinations of Basic Methods5.6: First Aid and Transformation; 5.7: Coding Schemes for Plotting Symbols; 5.8: Summary and Discussion; 5.9: Further Reading; Exercises; 6 Assessing Distributional Assumptions About Data; 6.1: Introduction; 6.2: Theoretical Quantile-Quantile Plots; 6.3: More on Empirical Quantiles and Theoretical Quantiles; 6.4: Properties of the Theoretical Quantile-Quantile Plot; 6.5: Deviations from Straight-Line Patterns; 6.6: Two Cautions for Interpreting Theoretical Quantile-Quantile Plots; 6.7: Distributions with Unknown Shape Parameters. 6.8: Constructing Quantile-Quantile Plots6.9: Adding Variability Information to a Quantile-Quantile Plot; 6.10: Censored and Grouped Data; 6.11: Summary and Discussion; 6.12: Further Reading; Exercises; 7: Developing and Assessing Regression Models; 7.1: Introduction; 7.2: The Linear Model; 7.3: Simple Regression; 7.4: Preliminary Plots; 7.5: Plots During Regression Fitting; 7.6: Plots After the Model is Fitted; 7.7: A Case Study; 7.8: Some Special Regression Situations; 7.9: Summary and Discussion; 7.10: Further Reading; Exercises; 8: General Principles and Techniques; 8.1: Introduction. |
520 ## - SUMMARY, ETC. | |
Summary, etc | "This book present graphical methods for analysing data. Some methods are new and some are old, some require a computer and others only paper and pencil; but they are all powerful data analysis tools. In many situations, a set of data? even a large set- can be adequately analyses through graphical methods alone. In most other situations, a few well-chosen graphical displays can significantly enhance numerical statistical analyses."--Provided by publish |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Statistics -- Graphic methods -- Congresses. |
9 (RLIN) | 72304 |
Topical term or geographic name as entry element | REFERENCE -- Questions & Answers. |
9 (RLIN) | 72305 |
Topical term or geographic name as entry element | Computer graphics -- Congresses. |
9 (RLIN) | 72306 |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Cleveland, William S. |
9 (RLIN) | 72307 |
Personal name | Kleiner, Beat |
9 (RLIN) | 72308 |
Personal name | Tukey, Paul A. |
9 (RLIN) | 72309 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Lending Books |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
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Dewey Decimal Classification | Lending Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 23/05/2019 | 38500.00 | 001.422 GRA | 112960 | 29/05/2019 | 29/05/2019 | Lending Books | |||||
Dewey Decimal Classification | Reference Collection | Applied Sciences Library | Applied Sciences Library | Reference Section | 23/05/2019 | 38500.00 | 001.422 GRA | 112961 | 29/05/2019 | 29/05/2019 | Sheduled Reference |