Graphical Exploratory Data Analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
1986
|
| Schriftenreihe: | Springer Texts in Statistics
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Portraying data graphically certainly contributes toward a clearer and more penetrative understanding of data and also makes sophisticated statistical data analyses more marketable. This realization has emerged from many years of experience in teaching students, in research, and especially from engaging in statistical consulting work in a variety of subject fields. Consequently, we were somewhat surprised to discover that a comprehensive, yet simple presentation of graphical exploratory techniques for the data analyst was not available. Generally books on the subject were either too incomplete, stopping at a histogram or pie chart, or were too technical and specialized and not linked to readily available computer programs. Many of these graphical techniques have furthermore only recently appeared in statistical journals and are thus not easily accessible to the statistically unsophisticated data analyst. This book, therefore, attempts to give a sound overview of most of the well-known and widely used methods of analyzing and portraying data graphically. Throughout the book the emphasis is on exploratory techniques. Realizing the futility of presenting these methods without the necessary computer programs to actually perform them, we endeavored to provide working computer programs in almost every case. Graphic representations are illustrated throughout by making use of real-life data. Two such data sets are frequently used throughout the text. In realizing the aims set out above we avoided intricate theoretical derivations and explanations but we nevertheless are convinced that this book will be of inestimable value even to a trained statistician |
| Beschreibung: | 1 Online-Ressource (IX, 314p) |
| ISBN: | 9781461249504 9781461293712 |
| ISSN: | 1431-875X |
| DOI: | 10.1007/978-1-4612-4950-4 |
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| 500 | |a Portraying data graphically certainly contributes toward a clearer and more penetrative understanding of data and also makes sophisticated statistical data analyses more marketable. This realization has emerged from many years of experience in teaching students, in research, and especially from engaging in statistical consulting work in a variety of subject fields. Consequently, we were somewhat surprised to discover that a comprehensive, yet simple presentation of graphical exploratory techniques for the data analyst was not available. Generally books on the subject were either too incomplete, stopping at a histogram or pie chart, or were too technical and specialized and not linked to readily available computer programs. Many of these graphical techniques have furthermore only recently appeared in statistical journals and are thus not easily accessible to the statistically unsophisticated data analyst. This book, therefore, attempts to give a sound overview of most of the well-known and widely used methods of analyzing and portraying data graphically. Throughout the book the emphasis is on exploratory techniques. Realizing the futility of presenting these methods without the necessary computer programs to actually perform them, we endeavored to provide working computer programs in almost every case. Graphic representations are illustrated throughout by making use of real-life data. Two such data sets are frequently used throughout the text. In realizing the aims set out above we avoided intricate theoretical derivations and explanations but we nevertheless are convinced that this book will be of inestimable value even to a trained statistician | ||
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Datensatz im Suchindex
| _version_ | 1804153092146462720 |
|---|---|
| any_adam_object | |
| author | Toit, S. H. C. |
| author_facet | Toit, S. H. C. |
| author_role | aut |
| author_sort | Toit, S. H. C. |
| author_variant | s h c t shc shct |
| building | Verbundindex |
| bvnumber | BV042420344 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA ZDB-2-BAE |
| ctrlnum | (OCoLC)1165472012 (DE-599)BVBBV042420344 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4612-4950-4 |
| format | Electronic eBook |
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| id | DE-604.BV042420344 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:21:06Z |
| institution | BVB |
| isbn | 9781461249504 9781461293712 |
| issn | 1431-875X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027855761 |
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| psigel | ZDB-2-SMA ZDB-2-BAE ZDB-2-SMA_Archive |
| publishDate | 1986 |
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| publisher | Springer New York |
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| series2 | Springer Texts in Statistics |
| spelling | Toit, S. H. C. Verfasser aut Graphical Exploratory Data Analysis by S. H. C. Toit, A. G. W. Steyn, R. H. Stumpf New York, NY Springer New York 1986 1 Online-Ressource (IX, 314p) txt rdacontent c rdamedia cr rdacarrier Springer Texts in Statistics 1431-875X Portraying data graphically certainly contributes toward a clearer and more penetrative understanding of data and also makes sophisticated statistical data analyses more marketable. This realization has emerged from many years of experience in teaching students, in research, and especially from engaging in statistical consulting work in a variety of subject fields. Consequently, we were somewhat surprised to discover that a comprehensive, yet simple presentation of graphical exploratory techniques for the data analyst was not available. Generally books on the subject were either too incomplete, stopping at a histogram or pie chart, or were too technical and specialized and not linked to readily available computer programs. Many of these graphical techniques have furthermore only recently appeared in statistical journals and are thus not easily accessible to the statistically unsophisticated data analyst. This book, therefore, attempts to give a sound overview of most of the well-known and widely used methods of analyzing and portraying data graphically. Throughout the book the emphasis is on exploratory techniques. Realizing the futility of presenting these methods without the necessary computer programs to actually perform them, we endeavored to provide working computer programs in almost every case. Graphic representations are illustrated throughout by making use of real-life data. Two such data sets are frequently used throughout the text. In realizing the aims set out above we avoided intricate theoretical derivations and explanations but we nevertheless are convinced that this book will be of inestimable value even to a trained statistician Statistics Statistics, general Statistik Statistik (DE-588)4056995-0 gnd rswk-swf Grafische Darstellung (DE-588)4129552-3 gnd rswk-swf Datenauswertung (DE-588)4131193-0 gnd rswk-swf Explorative Datenanalyse (DE-588)4128896-8 gnd rswk-swf Datenauswertung (DE-588)4131193-0 s Statistik (DE-588)4056995-0 s Grafische Darstellung (DE-588)4129552-3 s 1\p DE-604 Explorative Datenanalyse (DE-588)4128896-8 s 2\p DE-604 Steyn, A. G. W. Sonstige oth Stumpf, R. H. Sonstige oth https://doi.org/10.1007/978-1-4612-4950-4 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Toit, S. H. C. Graphical Exploratory Data Analysis Statistics Statistics, general Statistik Statistik (DE-588)4056995-0 gnd Grafische Darstellung (DE-588)4129552-3 gnd Datenauswertung (DE-588)4131193-0 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd |
| subject_GND | (DE-588)4056995-0 (DE-588)4129552-3 (DE-588)4131193-0 (DE-588)4128896-8 |
| title | Graphical Exploratory Data Analysis |
| title_auth | Graphical Exploratory Data Analysis |
| title_exact_search | Graphical Exploratory Data Analysis |
| title_full | Graphical Exploratory Data Analysis by S. H. C. Toit, A. G. W. Steyn, R. H. Stumpf |
| title_fullStr | Graphical Exploratory Data Analysis by S. H. C. Toit, A. G. W. Steyn, R. H. Stumpf |
| title_full_unstemmed | Graphical Exploratory Data Analysis by S. H. C. Toit, A. G. W. Steyn, R. H. Stumpf |
| title_short | Graphical Exploratory Data Analysis |
| title_sort | graphical exploratory data analysis |
| topic | Statistics Statistics, general Statistik Statistik (DE-588)4056995-0 gnd Grafische Darstellung (DE-588)4129552-3 gnd Datenauswertung (DE-588)4131193-0 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd |
| topic_facet | Statistics Statistics, general Statistik Grafische Darstellung Datenauswertung Explorative Datenanalyse |
| url | https://doi.org/10.1007/978-1-4612-4950-4 |
| work_keys_str_mv | AT toitshc graphicalexploratorydataanalysis AT steynagw graphicalexploratorydataanalysis AT stumpfrh graphicalexploratorydataanalysis |