Kara E. Rudolph

According to our database, Kara E. Rudolph authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

General targeted machine learning for modern causal mediation analysis.

Richard Liu, Nicholas T. Williams, Kara E. Rudolph, Iván Díaz

CoRR, 2024

A drug classification pipeline for Medicaid claims using RxNorm.

Nicholas Williams, Kara E. Rudolph

CoRR, 2024

Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population.

Harsh Parikh, Rachael Ross, Elizabeth A. Stuart, Kara E. Rudolph

CoRR, 2024

2022

'medoutcon': Nonparametric efficient causal mediation analysis with machine learning in 'R'.

Nima S. Hejazi, Kara E. Rudolph, Iván Díaz

J. Open Source Softw., 2022

Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations.

Ian Schmid, Kara E. Rudolph, Trang Quynh Nguyen, Hwanhee Hong, Marissa J. Seamans, Benjamin Ackerman, Elizabeth A. Stuart

Commun. Stat. Simul. Comput., 2022