A Note on Asynchronous Challenges: Unveiling Formulaic Bias and Data Loss in the Hayashi-Yoshida Estimator.
Evangelos GeorgiadisPublished in: CoRR (2024)
Keyphrases
- data analysis
- data sets
- application domains
- data processing
- data quality
- raw data
- high dimensional data
- data collection
- training data
- high quality
- data sources
- original data
- statistical analysis
- small number
- database
- xml documents
- data objects
- prior knowledge
- sensor data
- probability distribution
- information loss
- complex data
- learning algorithm
- metadata
- data distribution
- missing data
- synthetic data
- data points
- labeled data
- knowledge discovery
- least squares