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Graphical Data Analysis with R
Taschenbuch von Antony Unwin
Sprache: Englisch

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Beschreibung

This book focuses on why one draws graphics to display data and which graphics to draw (and uses R to do so). Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. All the

This book focuses on why one draws graphics to display data and which graphics to draw (and uses R to do so). Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. All the

Über den Autor

Antony Unwin is a professor of computer-oriented statistics and data analysis at the University of Augsburg. He is a fellow of the American Statistical Society, co-author of Graphics of Large Datasets, and co-editor of the Handbook of Data Visualization. His research focuses on data visualisation, especially in interactive graphics. His research group has developed several pieces of interactive graphics software and written packages for R.

Inhaltsverzeichnis

Setting the Scene. Brief Review of the Literature and Background Materials. Examining Continuous Variables. Displaying Categorical Data. Looking for Structure: Dependency Relationships and Associations. Investigating Multivariate Continuous Data. Studying Multivariate Categorical Data. Getting an Overview. Graphics and Data Quality: How Good Are the Data?. Comparisons, Comparisons, Comparisons. Graphics for Time Series. Ensemble Graphics and Case Studies. Some Notes on Graphics with R. Summary. References. Indices.

Details
Erscheinungsjahr: 2023
Fachbereich: Grundlagen (Methodik & Statistik)
Genre: Psychologie
Rubrik: Geisteswissenschaften
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9781032477312
ISBN-10: 1032477318
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Unwin, Antony
Hersteller: Taylor & Francis Ltd
Maße: 231 x 159 x 23 mm
Von/Mit: Antony Unwin
Erscheinungsdatum: 21.01.2023
Gewicht: 0,524 kg
Artikel-ID: 126527318
Über den Autor

Antony Unwin is a professor of computer-oriented statistics and data analysis at the University of Augsburg. He is a fellow of the American Statistical Society, co-author of Graphics of Large Datasets, and co-editor of the Handbook of Data Visualization. His research focuses on data visualisation, especially in interactive graphics. His research group has developed several pieces of interactive graphics software and written packages for R.

Inhaltsverzeichnis

Setting the Scene. Brief Review of the Literature and Background Materials. Examining Continuous Variables. Displaying Categorical Data. Looking for Structure: Dependency Relationships and Associations. Investigating Multivariate Continuous Data. Studying Multivariate Categorical Data. Getting an Overview. Graphics and Data Quality: How Good Are the Data?. Comparisons, Comparisons, Comparisons. Graphics for Time Series. Ensemble Graphics and Case Studies. Some Notes on Graphics with R. Summary. References. Indices.

Details
Erscheinungsjahr: 2023
Fachbereich: Grundlagen (Methodik & Statistik)
Genre: Psychologie
Rubrik: Geisteswissenschaften
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9781032477312
ISBN-10: 1032477318
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Unwin, Antony
Hersteller: Taylor & Francis Ltd
Maße: 231 x 159 x 23 mm
Von/Mit: Antony Unwin
Erscheinungsdatum: 21.01.2023
Gewicht: 0,524 kg
Artikel-ID: 126527318
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