Robustness of autoencoders for establishing psychometric properties based on small sample sizes: results from a Monte Carlo simulation study and a sports fan curiosity study.
Yen-Kuang LinChen-Yin LeeChen-Yueh ChenPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- simulation study
- monte carlo
- sample size
- variance reduction
- importance sampling
- markov chain
- monte carlo simulation
- monte carlo methods
- markovian decision
- random sampling
- training set
- confidence intervals
- model selection
- particle filter
- parameter estimation
- small sample
- small samples
- monte carlo tree search
- adaptive sampling