Inferential Statistics & Complex Surveys
Welcome
Acknowledgements
License
I Getting ready
1
Install R and RStudio
1.1
Testing testing
1.2
Add-on packages
1.3
Further resources
2
Using R
2.1
Basics of working with R at the command line and RStudio goodies
2.2
Workspace and working directory
2.2.1
Workspace,
.RData
2.2.2
Working directory
2.3
RStudio projects
2.4
Stuff
II Surveys and inferences
3
Data generation processes
3.1
Survey data
3.2
Population and surveys
4
Statistical inference
4.1
Uncertainty in statistical inference
5
Total Survey Error framework
5.1
Coverage error
5.2
Sampling error
5.3
Nonresponse error
5.4
Adjustment error
5.5
Other quality criteria
III Sampling Designs
6
Simple random sampling
7
Stratified sampling
8
Cluster sampling
9
Complex sampling desings
IV Estimations
10
Confidence intervals
11
Significance tests
12
Regression & complex surveys
13
Interpreting and presenting statistical results
References
License: CC-BY-SA
Inferential Statistics and Complex Surveys
Chapter 8
Cluster sampling