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measurement error

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Read more about the article Classification error and relative rates

Classification error and relative rates

  • Post author:Emil O. W. Kirkegaard
  • Post published:20. November 2025
  • Post category:Criminology/Math/Statistics

Our latest big project on mugshots and race misclassification by the US law enforcement. It is currently going viral on X: You can start by reading the thread summary, or…

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Read more about the article How does one correct for measurement error in sibling models?

How does one correct for measurement error in sibling models?

  • Post author:Emil O. W. Kirkegaard
  • Post published:24. October 2025
  • Post category:Math/Statistics

There was a lot of discussion regarding the corrections for measurement error used in the recent Herasight intelligence polygenic score paper. I covered it for Aporia. I want to dive…

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Read more about the article IQ is the most predictive variable in social science*

IQ is the most predictive variable in social science*

  • Post author:Emil O. W. Kirkegaard
  • Post published:15. July 2025
  • Post category:Uncategorized

You will often find intelligence researchers and enjoyers make claims like the following: g can be said to be the mostpowerful single predictor of overall job performance. First, no other…

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Measurement error and group differences explained

  • Post author:Emil O. W. Kirkegaard
  • Post published:13. December 2023
  • Post category:intelligence / IQ / cognitive ability/Math/Statistics

I have often talked about how measurement error impacts correlations between two variables. Here we are talking about classical measurement error, which is theoretically understood as adding a normally distributed…

Continue ReadingMeasurement error and group differences explained
Read more about the article Heritabilities are usually underestimated

Heritabilities are usually underestimated

  • Post author:Emil O. W. Kirkegaard
  • Post published:20. December 2021
  • Post category:Genetics / behavioral genetics

When we read popular books by leading authors, we often find statements like this: Since the 1960s scientists conducting long-term studies on special relatives like twins and adoptees have built…

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Measuring antisocial behavior well

  • Post author:Emil O. W. Kirkegaard
  • Post published:25. September 2019
  • Post category:Genetics / behavioral genetics
  • Post comments:0 Comments

I have previously written about issues with measuring antisocial/criminal behavior, but I found a study that did it very well, so we will be talking about it. Baker, L. A.,…

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Getting personality right

  • Post author:Emil O. W. Kirkegaard
  • Post published:13. February 2017
  • Post category:Differential psychology/psychometrics

This post covers some stuff already covered by others, but more briefly. Two studies of interest: Riemann, R., Angleitner, A., & Strelau, J. (1997). Genetic and Environmental Influences on Personality:…

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Cognitive ability, surveys and measurement error: possible bias in GxE studies

  • Post author:Emil O. W. Kirkegaard
  • Post published:27. June 2016
  • Post category:Genetics / behavioral genetics

I saw this paper at random: The consequences of heavy alcohol use remain a serious public health problem. Consistent evidence has demonstrated that both genetic and social influences contribute to…

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Measurement error and behavioral genetics in criminology

  • Post author:Emil O. W. Kirkegaard
  • Post published:16. June 2016
  • Post category:Criminology/Genetics / behavioral genetics

I am watching Brian Boutwell's (Twitter, RG) talk at a recent conference and this got me thinking. https://youtu.be/yDm9bCgPKvs?list=PLD7ASfe52RybK4nYTZejG4-kQYqKI1rXX What are we measuring? As far as I know, there are typically…

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Differential measurement error and regression

  • Post author:Emil O. W. Kirkegaard
  • Post published:9. February 2016
  • Post category:Math/Statistics

In reviewing our upcoming target article in Mankind Quarterly (edit: now published), Gerhard Meisenberg wrote: “One possibility that you don’t seem to discuss is that there are true and large…

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