Use array.filter() and a callback function that checks if a value is numeric:

var arr2 = arr.filter(function(el) {

    return el.length && el==+el;

//  more comprehensive: return !isNaN(parseFloat(el)) && isFinite(el);

});

array.filter has a polyfill for older browsers like IE8.