The role of hyperparameters in machine learning models and how to tune them

C Arnold, L Biedebach, A Küpfer… - … Science Research and …, 2024 - cambridge.org
Hyperparameters critically influence how well machine learning models perform on unseen,
out-of-sample data. Systematically comparing the performance of different hyperparameter …

In Search of the Causes of the Globalization Backlash: Methodological Considerations on Post-treatment Bias

P Agnolin, I Colantone, P Stanig - Comparative Political …, 2024 - journals.sagepub.com
We study the implications of post-treatment bias in the context of the globalization backlash.
We discuss whether horse-race regressions can inform about the relative role of economic …

Demolition and Discontent: Governing the Authoritarian City

ST Norton - American Journal of Political Science, 2024 - Wiley Online Library
The presence of large cities increases the probability of authoritarian breakdown, but the
literature has offered little empirical insight as to how challenges to authoritarian rule …

Thirty years of regional and Federal Studies

I Harbers, M Tatham, L Tillin… - Regional & Federal …, 2021 - Taylor & Francis
ABSTRACT Regional and Federal Studies' 30th anniversary offers an opportunity to take
stock of the state of the discipline and of the journal. We make four claims. First, the multi …

[PDF][PDF] hdpGLM: An R Package to Estimate Heterogeneous Effects in Generalized Linear Models Using Hierarchical Dirichlet Process

D Ferrari - Journal of Statistical Software, 2023 - escholarship.org
The existence of latent clusters with different responses to a treatment is a major concern in
scientific research, as latent effect heterogeneity often emerges due to latent or unobserved …

Identifying armed group presence using Hidden Markov Models

M Vela Barón - 2021 - openscholarship.wustl.edu
Identifying armed group presence is often helpful for conflict studies to examine patterns of
conflict. Armed group presence is often used as the main variable of interest in several …

Three Papers in Comparative Politics

ST Norton - 2022 - search.proquest.com
States are simple compared to the complex web of social ties, phenomena, and processes
that make up the societies they attempt to govern. This creates a high potential for state …

Statistical Methods for Analyzing the Built Environment

A Peterson - 2021 - deepblue.lib.umich.edu
The built environment refers to the human made space in which humans live, work and
recreate on a day-to-day basis. As such, it constrains and enables individual choices and …

EDUCAÇÃO, ESTRUTURAÇÃO IDEOLÓGICA, SUPORTE POR POLÍTICAS SOCIAIS E ESCOLHA ELEITORAL

D Ferrari - Educação & Sociedade, 2021 - SciELO Brasil
RESUMO O objetivo deste artigo é investigar como a educação afeta 1) a estruturação das
atitudes por políticas sociais, definida como a correlação entre atitudes em diversas áreas …

Education, belief structures, support for welfare policies, and vote

D Ferrari - Educação & Sociedade, 2021 - SciELO Brasil
This paper investigates how education affects 1) the structure of beliefs toward social
policies, defined as the correlation between attitudes in areas such as education, health …