Apply this CSS code in Edwiser RemUI General settings >> Custom CSS section:

.notloggedin.site-menubar-fold .site-menubar, #toggleMenubar {
display: none;
}
.notloggedin.site-menubar-fold .page {
margin-left:0px !important;
}