stochastic methods
[/stəˈkæstɪk ˈmɛθədz/]
nounpl: stochastic methods
métodos estocásticos
1. Mathematical and computational techniques based on probability theory and random variables used to model and analyze systems with inherent uncertainty or randomness
Stochastic methods are essential in financial modeling to predict market behavior.
Métodos estocásticos são essenciais na modelagem financeira para prever o comportamento do mercado.
2. Algorithms and approaches that incorporate random sampling or probabilistic processes to solve optimization and simulation problems
The research team used stochastic methods to analyze the uncertainty in climate models.
A equipe de pesquisa utilizou métodos estocásticos para analisar a incerteza nos modelos climáticos.
3. Statistical techniques that account for variability and randomness in data analysis and prediction
Stochastic methods help us understand the impact of random variations on system performance.
Métodos estocásticos nos ajudam a entender o impacto de variações aleatórias no desempenho do sistema.
Stochastic methods are predominantly used in academic and professional contexts in both Brazil and the USA, particularly in mathematics, engineering, finance, and data science. The term is technical and standardized across both countries with identical terminology in Portuguese.
Related Idioms & Phrases
in the realm of stochastic methods
applying stochastic methods to a problem
leveraging stochastic methods for prediction
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