Try this:
var NS = "http://www.w3.org/2000/svg";
var svg = document.createElementNS( NS, "svg" );
var filter = document.createElementNS( NS, "filter" );
filter.setAttribute( "id", "f2" );
var blur = document.createElementNS( NS, "feGaussianBlur" );
blur.setAttribute( "stdDeviation", "5" );
filter.appendChild( blur );
svg.appendChild( filter );
document.body.appendChild( svg );