Getting to the bottom of TMLE: influence functions and perturbations

I first encountered TMLE—sometimes spelled out as targeted maximum likelihood estimation or targeted minimum-loss estimate —about twelve or so years ago when Mark var der Laan, one of the original developers who literally wrote the book , gave a talk at NYU. It sounded very cool and seemed quite revolutionary and important, but it was really challenging to follow all of the details. Following that…