It appears that DepthOfCoverage is not listed as a tool for GATK4, I get the following error
A USER ERROR has occurred: 'DepthOfCoverage' is not a valid command.
I have searched through the list of available tools and cannot find anything with a similar function. Is there a new tool for calculating coverage?