A5035336732- Open Source Software Innovations
- Software Engineering Research
- Statistical Methods in Clinical Trials
- Electronic Health Records Systems
- Digital Games and Media
- Music Technology and Sound Studies
- Gene Regulatory Network Analysis
- Peer-to-Peer Network Technologies
- Digital Platforms and Economics
- Complex Network Analysis Techniques
- Spatial and Panel Data Analysis
- Music and Audio Processing
- Pharmacogenetics and Drug Metabolism
- Wikis in Education and Collaboration
Bureau of Economic Analysis
2024
Biocom
2020-2021
University of Virginia
2020-2021
ABSTRACT Pharmacometric modeling establishes causal quantitative relationships between administered dose, tissue exposures, desired and undesired effects patient’s risk factors. These models are employed to de-risk drug development guide precision medicine decisions. However, pharmacometric tools have not been designed handle today’s heterogeneous big data complex models. We set out design a platform that facilitates domain-specific its integration with modern analytics foster innovation...
This paper studies community formation in OSS collaboration networks. While most current work examines the emergence of small-scale projects, our approach draws on a large-scale historical dataset 1.8 million GitHub users and their repository contributions. collaborations are characterized by small groups that closely together, leading to presence communities defined short cycles underlying network structure. To understand impact this phenomenon, we apply pre-processing step accounts for...
Econometrics.jl is a package for econometrics analysis.It provides series of most common routines applied such as models continuous, nominal, and ordinal outcomes, longitudinal estimators, variable absorption, support convenience functionality weights, rank deficient, robust variance covariance estimators.This study complements the through discussion motivation, placing contribution within Julia ecosystem software in general, insights on current gaps ways can evolve.
Prior studies have shown that, in open-source software (OSS), diversity is a positive indicator of productivity. Yet, code submissions from underrepresented groups are less successful. This mirrors the diversity-innovation paradox found science-diverse produce more innovations, but historically people successful careers these groups. In this preliminary research, we want to investigate whether effect present OSS. We define innovation as novel co-usage two packages same project. Using World...
This paper studies community formation in OSS collaboration networks. While most current work examines the emergence of small-scale projects, our approach draws on a large-scale historical dataset 1.8 million GitHub users and their repository contributions. collaborations are characterized by small groups that closely together, leading to presence communities defined short cycles underlying network structure. To understand impact this phenomenon, we apply pre-processing step accounts for...