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Open access

Research article

First published 2019

Winning Models for Grade Point Average,Grit,and Layoff in the Fragile Families Challenge

Daniel E. Rigobon, Eaman Jahani, Yoshihiko Suhara [...]

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Introduction to the Special Collection on the Fragile Families Challenge

Matthew J. Salganik, Ian Lundberg, Alexander T. Kindel [...]

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

A Data-Driven Approach to the Fragile Families Challenge: Prediction through Principal-Components Analysis and Random Forests

Ryan Compton

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Imputing Data for the Fragile Families Challenge: Identifying Similar Survey Questions with Semiautomated Methods

Brian J. Goode, Debanjan Datta, Naren Ramakrishnan

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Improving Metadata Infrastructure for Complex Surveys: Insights from the Fragile Families Challenge

Alexander T. Kindel, Vineet Bansal, Kristin D. Catena [...]

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Privacy,Ethics,and Data Access: A Case Study of the Fragile Families Challenge

Ian Lundberg, Arvind Narayanan, Karen Levy [...]

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Successes and Struggles with Computational Reproducibility: Lessons from the Fragile Families Challenge

David M. Liu, Matthew J. Salganik

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Variable Selection and Parameter Tuning for BART Modeling in the Fragile Families Challenge

Nicole Bohme Carnegie, James Wu

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Using LASSO to Assist Imputation and Predict Child Well-being

Diana Stanescu, Erik Wang, Soichiro Yamauchi

Socius: Sociological Research for a Dynamic World

Open access

Research article

First published 2019

Predicting Layoff among Fragile Families

Caitlin E. Ahearn, Jennie E. Brand

Socius: Sociological Research for a Dynamic World

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