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This book is a handbook for political scientists new to R who want to learn the most useful and common ways to interpret and analyze political data. It was written by political scientists, thinking about the many real-world problems faced in their work.
This book is a handbook for political scientists new to R who want to learn the most useful and common ways to interpret and analyze political data. It was written by political scientists, thinking about the many real-world problems faced in their work.
I Introduction to R
1. Basic R
2. Data Management
3. Data Visualization
4. Data Loading
II Models
5. Linear Models
6. Case Selection Based on Regressions
7. Panel Data
8. Logistic Models
9. Survival Models
10. Causal Inference
III Applications
11. Advanced Political Data Management
12. Web Mining
13. Quantitative Analysis of Political Texts
14. Networks
15. Principal Component Analysis
16. Maps and Spatial Data
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Grundlagen (Methodik & Statistik) |
Genre: | Psychologie |
Rubrik: | Geisteswissenschaften |
Medium: | Taschenbuch |
Seiten: | 460 |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9780367818838 |
ISBN-10: | 0367818833 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Cruz, Andres
Urdinez, Francisco |
Hersteller: | Taylor & Francis Ltd |
Maße: | 177 x 252 x 35 mm |
Von/Mit: | Andres Cruz (u. a.) |
Erscheinungsdatum: | 30.05.2022 |
Gewicht: | 0,872 kg |
I Introduction to R
1. Basic R
2. Data Management
3. Data Visualization
4. Data Loading
II Models
5. Linear Models
6. Case Selection Based on Regressions
7. Panel Data
8. Logistic Models
9. Survival Models
10. Causal Inference
III Applications
11. Advanced Political Data Management
12. Web Mining
13. Quantitative Analysis of Political Texts
14. Networks
15. Principal Component Analysis
16. Maps and Spatial Data
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Grundlagen (Methodik & Statistik) |
Genre: | Psychologie |
Rubrik: | Geisteswissenschaften |
Medium: | Taschenbuch |
Seiten: | 460 |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9780367818838 |
ISBN-10: | 0367818833 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Cruz, Andres
Urdinez, Francisco |
Hersteller: | Taylor & Francis Ltd |
Maße: | 177 x 252 x 35 mm |
Von/Mit: | Andres Cruz (u. a.) |
Erscheinungsdatum: | 30.05.2022 |
Gewicht: | 0,872 kg |