Hymn Lyrics Search - Name That Hymn

Have to sing at a funeral this week and the family wants me to sing an old song I cannot find the words to. I know the chorus goes something like this:

My God is alive, He is not dead
From the things I've heard and the things I've read
In His holy word, He has promised me
A place with Him for all eternity

One of the verses talks about how some folds think he's dead but I wonder where they'll go when it comes their time to die.

Any help is greatly appreciated.

KimL