The new judicial politics of legal doctrine

JR Lax - Annual Review of Political Science, 2011 - annualreviews.org
A new judicial politics of legal doctrine has the potential to resolve foundational dilemmas
and reconcile long-standing and counterproductive scholarly divisions by bringing together …

Tree‐Based Models for Political Science Data

JM Montgomery, S Olivella - American Journal of Political …, 2018 - Wiley Online Library
Political scientists often find themselves analyzing data sets with a large number of
observations, a large number of variables, or both. Yet, traditional statistical techniques fail …

The origins, nature, and promise of empirical legal studies and a response to concerns

T Eisenberg - U. Ill. L. Rev., 2011 - HeinOnline
This Article describes the origins of three movements in legal academia: empirical legal
studies (ELS), law and society, and law and economics. It then quantifies the distribution …

Empirical legal analysis simplified: reducing complexity through automatic identification and evaluation of legally relevant factors

MA Gray, J Savelka, WM Oliver… - … Transactions of the …, 2024 - royalsocietypublishing.org
This paper investigates the potential for reducing the complexity of AI and Law and empirical
legal studies projects through a novel annotation methodology that relies on GPT Family …

A predictive performance comparison of machine learning models for judicial cases

Z Liu, H Chen - 2017 IEEE Symposium series on computational …, 2017 - ieeexplore.ieee.org
Artificial intelligence is currently in the center of attention of legal professionals. In recent
years, a variety of efforts have been made to predict judicial decisions using different …

Mental illness as a sentencing determinant: A comparative case law analysis based on a machine learning approach

MA Thomaidou, CM Berryessa - Criminal Justice and …, 2023 - journals.sagepub.com
This study identifies factors that contribute to sentencing outcomes for criminally sentenced
individuals experiencing mental disorders, in two US states with divergent sociopolitical …

Legal realism for economists

MC Stephenson - Journal of Economic Perspectives, 2009 - aeaweb.org
Economists have made great progress in understanding the incentives and behavior of
actors who operate outside of traditional economic markets, including voters, legislators, and …

The Supreme Court and percolation in the lower courts: an optimal stopping model

TS Clark, JP Kastellec - The Journal of Politics, 2013 - journals.uchicago.edu
We examine how the Supreme Court learns from lower court decisions to evaluate new
legal issues. We present a theory of optimal stopping in which the Court learns from …

Appeal and supreme courts

LA Kornhauser - Encyclopedia of Law and Economics, 1999 - elgaronline.com
This chapter reviews the literature concerning several issues raised in the economic
analysis of appeal and of supreme courts. These issues overlap with those considered in …

Legal Constraints on Supreme Court Decision Making: Do Jurisprudential Regimes Exist?

JR Lax, KT Rader - The Journal of Politics, 2010 - journals.uchicago.edu
The founding debate of judicial politics—is Supreme Court decision making driven by law or
politics?—remains at center stage. One influential line of attack involves the identification of …