Research note: The consequences of different methods for handling missing network data in stochastic actor based models.
John R. HippCheng WangCarter T. ButtsRupa JoseCynthia M. LakonPublished in: Soc. Networks (2015)
Keyphrases
- mathematical models
- statistical models
- predictive power
- machine learning algorithms
- significant improvement
- analytical methods
- preprocessing
- computational cost
- incomplete data
- complex systems
- missing values
- machine learning methods
- geometric models
- statistical tests
- learning models
- qualitative and quantitative
- linear regression
- data mining
- missing data
- probabilistic model
- case study
- genetic algorithm