Can I change themes without it updating my website

Is there a way I can work on a new theme without it displaying on my website? I want to do a few customizations to a new theme but I don’t want my readers to see the site change while I’m experimenting with WordPress.

Are there any options besides creating a new test blog or closing access to my site?