Posts Tagged ‘ Bias correction ’

Misclassification in Binary Choice Models

September 22, 2017
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Misclassification in Binary Choice Models

Several years ago I wrote a number of posts about Logit and Probit models, and the Linear Probability Model LPM). One of those posts (also, see here) dealt with the problems that arise if you mis-classify the dependent variable in such models...

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Here’s What I’ve Been Reading

May 5, 2017
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Here’s What I’ve Been Reading

Here are some of the papers that I've been reading recently. Some of them may appeal to you, too:Bampinas, G., K. Ladopoulos, &T. Panagiotidis, 2017.  A note on the estimated GARCH coefficients from the S&P1500 universe. WP 17-09, Rimini C...

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New Year’s Reading

December 31, 2016
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New Year’s Reading

New Year's resolution - read more Econometrics!Bürgi, C., 2016. What do we lose when we average expectations? RPF Working Paper No. 2016-013, Department of Economics, George Washington University.Cox, D.R., 2016. Some pioneers of modern statistical th...

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Monte Carlo Simulation Basics, III: Regression Model Estimators

December 5, 2016
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Monte Carlo Simulation Basics, III: Regression Model Estimators

This post is the third in a series of posts that I'm writing about Monte Carlo (MC) simulation, especially as it applies to econometrics. If you've already seen the first two posts in the series (here and here) then you'll know that my intention is to ...

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Monte Carlo Simulation Basics, III: Regression Model Estimators

December 5, 2016
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Monte Carlo Simulation Basics, III: Regression Model Estimators

This post is the third in a series of posts that I'm writing about Monte Carlo (MC) simulation, especially as it applies to econometrics. If you've already seen the first two posts in the series (here and here) then you'll know that my intention is to ...

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Monte Carlo Simulation Basics, II: Estimator Properties

November 12, 2016
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Monte Carlo Simulation Basics, II: Estimator Properties

In the early part of my recent post on this series of posts about Monte Carlo (MC) simulation, I made the following comments regarding its postential usefulness in econometrics:".....we usually avoid using estimators that are are "inconsistent". This i...

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International Prize in Statistics

November 1, 2016
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International Prize in Statistics

A few days ago, the inaugural winner of the biennial International Prize in Statistics was announced.The first recipient of the new award is Sir David Cox, whose work is, of course, well known to econometricians.The award was made to Sir David for his ...

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Improved Analytic Bias Correction for MLE’s

April 11, 2016
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Improved Analytic Bias Correction for MLE’s

Ryan Godwin and I have a new paper - "Improved Analytic Bias Correction for Maximum Likelihood Estimators". You can download it from here.This paper proposes a modification of the Cox-Snell/Cordeiro-Klein bias correction technique that we've used in ou...

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Biased Estimation of Marginal Effects

August 26, 2015
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Biased Estimation of Marginal Effects

I began a recent post with the comment:"One thing that a lot of practitioners seem to be unaware of (or they choose to ignore it) is that in many of the common situations where we use regression analysis to estimate elasticities, these e...

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The Bias of Certain Elasticity Estimators

August 24, 2015
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The Bias of Certain Elasticity Estimators

In a recent post I discussed some aspects of estimating elasticities from regression models, and the interpretation of these values. That discussion should be kept in mind in reading what follows.One thing that a lot of practitioners seem to be unaware...

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