Jack T. Rametta
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View article: Affect, Not Ideology: The Heterogeneous Effects of Partisan Cues on Policy Support
Affect, Not Ideology: The Heterogeneous Effects of Partisan Cues on Policy Support Open
How do individuals process political information? What behavioral mechanisms drive partisan bias? In this paper, we evaluate the extent to which partisan bias is driven by affect or ideology in a three-pronged approach informed by both psy…
View article: Causal Forest and Doubly Robust Machine Learning for Political Science
Causal Forest and Doubly Robust Machine Learning for Political Science Open
Machine learning (ML) methods in general and tree-based methods in particular are on the rise in the social sciences. While ML is widely valued for predictive accuracy, new causally-oriented machine learning methods actually leverage this …
View article: Causal Forest and Doubly Robust Machine Learning for Political Science
Causal Forest and Doubly Robust Machine Learning for Political Science Open
Machine learning (ML) methods in general and tree-based methods in particular are on the rise in the social sciences. While ML is widely valued for predictive accuracy, new causally-oriented machine learning methods actually leverage this …
View article: Causal Forest and Doubly Robust Machine Learning for Political Science
Causal Forest and Doubly Robust Machine Learning for Political Science Open
Machine learning (ML) methods in general and tree-based methods in particular are onthe rise in the social sciences. While ML is widely valued for predictive accuracy, newcausally-oriented machine learning methods actually leverage this po…
View article: Causal Forest and Doubly Robust Machine Learning for Political Science
Causal Forest and Doubly Robust Machine Learning for Political Science Open
Machine learning (ML) methods in general and tree-based methods in particular are on the rise in the social sciences. While ML is widely valued for predictive accuracy, new causally-oriented machine learning methods actually leverage this …
View article: Did the Republican Revolution Hamstring Congressional Oversight? Evidence from 55,000 GAO Reports
Did the Republican Revolution Hamstring Congressional Oversight? Evidence from 55,000 GAO Reports Open
Legislative support agencies provide crucial policymaking and oversight assistance to Congress. However, their authority, influence, and scope has diminished in recent decades. The Republican Revolution of 1994 precipitated this decline, s…
View article: The Dangers of Calculating Conditional Effects: A Reevaluation of Barber and Pope (2019)
The Dangers of Calculating Conditional Effects: A Reevaluation of Barber and Pope (2019) Open
Barber and Pope (2019) ask: "Are people conservative (liberal) because they are Republicans (Democrats)? Or is it the reverse: people are Republicans (Democrats) because they are conservatives (liberals)?" So far, answers to this important…
View article: The Balance Permutation Test: A Machine Learning Replacement for Balance Tables
The Balance Permutation Test: A Machine Learning Replacement for Balance Tables Open
Balance tests are standard for experiments despite their inability to detect randomization issues and covariate imbalance. There is no consensus on how randomization and balance should be checked, and how failures and imbalances should be …
View article: Affect, Not Ideology: The Heterogeneous Effects of Partisan Cues on Policy Support
Affect, Not Ideology: The Heterogeneous Effects of Partisan Cues on Policy Support Open
How do individuals process political information? What behavioral mechanisms drive partisan bias? In this paper, we evaluate the extent to which partisan bias is driven by affect or ideology in a three-pronged approach informed by both psy…
View article: Affect, Not Ideology: The Psychological Mechanisms of Partisan Information Processing
Affect, Not Ideology: The Psychological Mechanisms of Partisan Information Processing Open
How do individuals process political information? What psychological mechanisms drive partisan bias? In this paper, we evaluate the extent to which partisan bias is driven by affect or ideology in a three-pronged approach informed by both …