168 citations
- Mahidol UniversityTH4 papers
- National Science and Technology Development AgencyTH4 papers
- University of Illinois ChicagoUS4 papers
- Chulalongkorn UniversityTH3 papers
- Kasetsart UniversityTH3 papers
- Japan Advanced Institute of Science and TechnologyJP2 papers
- King Mongkut's Institute of Technology LadkrabangTH2 papers
- Ministry of Higher Education, Science, Research and InnovationTH2 papers
- The Ohio State UniversityUS2 papers
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- Austrian Academy of SciencesAT1 paper
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Showing 2019 · cs.LGShow all
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cs.LG2019★ 22 cited
Variable-lag Granger Causality for Time Series Analysis
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf
Granger causality is a fundamental technique for causal inference in time series data, commonly used in the social and biological sciences. Typical operationalizations of Granger c…
cs.LG2019★ 7 cited
Identifying Linear Models in Multi-Resolution Population Data using Minimum Description Length Principle to Predict Household Income
Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok +1
One shirt size cannot fit everybody, while we cannot make a unique shirt that fits perfectly for everyone because of resource limitation. This analogy is true for the policy making…