1. Open your blog in view blog mode. You can find the view blog button on the blogger.com dashboard.
2. Click on the title of the blog post to which you wish to link.
3. Copy the web address of the blog post to which you wish to link.
4. High light the text you want to use as a link; then, click on the "Link" button in the post editor.
eg. Example of link
That is it.