- Here, R language scripts of data exploration, analysis and modeling for various science research areas and approaches.
- Under the 'src' folder, there located folders named by target dataset, which means the scripts under 'abc' for example are for data exploration, analysis and modeling using the 'abc' dataset. Some datasets are analyzed and modeled in various ways/approaches/libraries.
- Sorry that R version for this script is a bit old (a few years ago), so some libraries imported may not be applicable now.
- Great fun for analysis and modeling by R launguage ...
- atmospheric science
- bayesian data analysis, inference
- biology
- biological signals
- causal inference
- discrete data analysis
- ecology
- econometrics
- frequency/spectral domain analysis
- geographical data
- item response theory
- medical
- multi-dimensional data analysis
- panel data
- psychology
- regression, including hierarchical, multi-level
- spatial statistics
- STAN
- text analysis
- time-series etc.