We use cookies to distinguish you from other users and to provide you with a better experience on our websites. Close this message to accept cookies or find out how to manage your cookie settings.
We use cookies to distinguish you from other users and to provide you with a better experience on our websites. Close this message to accept cookies or find out how to manage your cookie settings.
from Part III - Fighting Nonignorable Nonresponse
Published online by Cambridge University Press: 29 February 2024
This chapter brings together the argument so far, showing how nonignorable nonresponse may manifest itself and how the various models perform across these contexts, including how they may fail. It also highlights the ideal response to potential nonignorable nonresponse, which involves (1) creating randomized instruments, (2) using the randomized instrument to diagnose nonignorable nonresponse, (3) moving to conventional weights if there is no evidence of nonignorable nonresponse, but (4) using selection models explained here when there is evidence of nonignorable nonresponse. Section 11.1 simulates and analyzes data across a range of scenarios using multiple methods. Section 11.2 discusses how to diagnose whether nonresponse is nonignorable. Section 11.3 integrates the approaches with a decision tree based on properties of the data. Section 11.4 discusses how selection models can fail.
To save this book to your Kindle, first ensure no-reply@cambridge.org is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.
Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.
Find out more about the Kindle Personal Document Service.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.
To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.
