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Approximation vs. Statistics † General problem: Given a hard-to-compute function f con-struct an easy-to-compute function f^ that approximates it.

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Published by , 2017-05-18 03:00:04

Session 9: Function Approximation - isites.harvard.edu

Approximation vs. Statistics † General problem: Given a hard-to-compute function f con-struct an easy-to-compute function f^ that approximates it.

Computationa

Sessio
Function App

al Economics

on 9:
proximation

Agenda

a

Approximation vs

s. Statistics

Local Approximation Methods:

Taylor Series Expansion









Local Approximati

ion Methods





Global Approximation Metho

ods: Lp Approximation

Global Approximation Metho

ods: Lp Approximation

Global Approximation Metho

ods: Lp Approximation













Global Approximation Me

ethods: Interpolation

Global Approximation Me

ethods: Interpolation

Global Approximation Met

thods: Interpolation

Global Approximation Me

ethods: Regression


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