After reading this chapter, you should be able to:

• How the empirical relationship between two variables is affected by random sampling error
   
• How to use an informal test in making inferences about relationships
   
• How to use formal statistical tests in making inferences about relationships
   
• How measures of association gauge the strength of an empirical relationship
   
• Which measure of association to use in performing and interpreting political analysis