Introductory overview of identifiability analysis: A guide to evaluating whether you have the right type of data for your modeling purpose.
Joseph H. A. GuillaumeJohn D. JakemanStefano Marsili-LibelliMichael AsherPhilip BrunnerBarry F. W. CrokeMary C. HillAnthony J. JakemanKarel J. KeesmanSaman RazaviJohannes D. StigterPublished in: Environ. Model. Softw. (2019)
Keyphrases
- data analysis
- data sets
- data collection
- database
- statistical analysis
- data acquisition
- data structure
- high quality
- prior knowledge
- small number
- input data
- training data
- data objects
- raw data
- image data
- empirical data
- historical data
- spatial data
- noisy data
- data mining algorithms
- multiple types
- data quality
- statistical methods
- network structure
- neural network
- data distribution
- bayesian networks
- synthetic data
- metadata
- computer science