BOOK-CHAPTER

Causal Inference via Natural Experiments and Instrumental Variables

Abstract

According to Laub and Sampson (2003), desistance from crime is made possible by "knifing off"—"offenders desist in response to structurally induced turning points that serve as the catalyst for sustaining long-term behavioral change" (p. 149). What turning points create are new situations that allow individuals to knife off the past, in part, by changing those routine activity patterns that led to trouble with the law prior to incarceration (Sampson and Laub, 2005). This idea is straightforward, but the corresponding intervention is extraordinarily complex, as the crippling expenditures on imprisonment and parole and the alarming recidivism rates in the United States clearly reveal. 1

Keywords:
Instrumental variable Causal inference Natural (archaeology) Inference Econometrics Computer science Psychology Artificial intelligence Mathematics History

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31
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0.68
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Citation History

Topics

Advanced Causal Inference Techniques
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Methods and Bayesian Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Experimental Behavioral Economics Studies
Social Sciences →  Social Sciences →  Safety Research

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