Reading pdf books on my phone
You can download the Google Play Books app from the market (link)

If there is a problem with your installed app, open the app using Play Store app and uninstall and reinstall it. Now you should have the app shortcut in your app drawer. 

In this app, you will be able to view your purchased books.