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經濟實證與預測二實習

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經濟實證與預測二實習

Empirical Study & Forecasting (II) : Recitation

李維倫 台大經濟系

 

2015.3.27

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今日任務

Maximum Likelihood Estimator (MLE) Linear Probability Model

Which Model?

Linear Probability Logit

Probit

(3)

Maximum Likelihood Estimator

經濟實證與預測一實習

(4)

An Example of MLE

Y is from the following distribution

A random sample of size N is drawn from this distribution

the random variables are denoted Y1, …, YN

Suppose n observations are equal to 1  

(5)

An Example of MLE

Derive the likelihood function for the parameter p

Derive the MLE of p  

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Model with Binary Y

經濟實證與預測一實習

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Linear Probability Model

Show that

Derive the likelihood function  

參考文獻

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Keywords: accuracy measure; bootstrap; case-control; cross-validation; missing data; M -phase; pseudo least squares; pseudo maximum likelihood estimator; receiver

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