By default, yes, but in a slightly roundabout way you can make yourself invisible when viewing others' statuses. To do this, you need to disable "Read receipts," which is primarily to stop the double ticks appearing when you've read messages.
Go to your "WhatsApp Settings -> Account -> Privacy" then toggle the "Read receipts" slider to the "Off" position.