Comparing the Forecast Performance of Advanced Statistical and Machine Learning Techniques Using Huge Big Data: Evidence from Monte Carlo Experiments.
Faridoon KhanAmena UroojSaud Ahmed KhanAbdelaziz AlsubieZahra AlmaspoorSara MuhammadullahPublished in: Complex. (2021)
Keyphrases
- monte carlo
- big data
- huge data
- cloud computing
- monte carlo simulation
- big data analytics
- markov chain
- importance sampling
- data analysis
- data management
- monte carlo methods
- confidence intervals
- unstructured data
- business intelligence
- monte carlo tree search
- social media
- particle filter
- massive data
- data processing
- knowledge discovery
- vast amounts of data
- data science
- database
- massive datasets
- markovian decision
- predictive modeling
- temporal difference
- data analytics
- information processing
- adaptive sampling
- machine learning
- statistical data mining
- variance reduction
- model selection
- object oriented
- point processes
- case study
- information retrieval
- databases