Why reinvent the wheel? Give Lodash a try. It has a number of must-have functions such as isEqual().
_.isEqual(object, other);
It will brute force check each key value - just like the other examples on this page - using ECMAScript 5 and native optimizations if they're available in the browser.
Note: Previously this answer recommended Underscore.js, but lodash has done a better job of getting bugs fixed and addressing issues with consistency.
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