Buch, Englisch, 256 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 395 g
Buch, Englisch, 256 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 395 g
ISBN: 978-0-470-68919-6
Verlag: Wiley
The use of census microdata - which is the extremely detailed information collected through the 'ultracensusing' of a small number of households at the time of the last census - forms an important part of many research activities in subject areas as diverse as geography, demography, sociology, economics, politics and statistics. It is vital that the researchers know how the data was collected, which statistical techniques are useful and why, and how to model the data in order to draw inferences about the whole population. Analyzing Census Microdata meets and is relevant to a wide and international market. Analyzing Census Microdata - written by some of the leading authorities in the field - provides the first guide to the analysis of census microdata, with the basic statistical summary techniques presented in a clear and concise way. It contains a large number of up-to-date examples, drawing on data from the USA, the UK and a wide variety of other international contexts. I concludes with a chapter discussing applications specific to census microdata - such as the ethnic composition of families in Great Britain and in the United States, and a cross-national examination of Chinese immigrant populations.
Autoren/Hrsg.
Weitere Infos & Material
Preface
1 The United States Census and the R programming language
2 An introduction to tidycensus
3 Wrangling Census data with tidyverse tools
4 Exploring US Census data with visualization
5 Census geographic data and applications in R
6 Mapping Census data with R
7 Spatial analysis with US Census data
8 Modeling US Census data
9 Introduction to Census microdata
10 Analyzing Census microdata
11 Other Census and government data resources
12 Working with Census data outside the United States
Conclusion
