deterministic components
[/ˌdɛtɚmɪˈnɪstɪk kəmˈpoʊnənts/]
noun
componentes determinísticos
1. In mathematics, statistics, and engineering, the predictable and fixed parts of a system or model that are completely determined by prior conditions, excluding random or stochastic elements
The time series was decomposed into deterministic components and a stochastic error term.
A série temporal foi decomposta em componentes determinísticos e um termo de erro estocástico.
2. In systems analysis, elements whose outputs are precisely determined by their inputs without any randomness or uncertainty
Engineers separated the deterministic components from the noise in the signal processing analysis.
Os engenheiros separaram os componentes determinísticos do ruído na análise de processamento de sinais.
3. In time series forecasting, the non-random parts that include trends, seasonal patterns, and cyclical behavior
The forecast model identified the deterministic components as trend and seasonality.
O modelo de previsão identificou os componentes determinísticos como tendência e sazonalidade.
This is highly specialized technical terminology used primarily in academic and professional contexts in both English and Portuguese-speaking countries. It is prevalent in Brazilian universities' engineering and statistics programs, particularly in São Paulo's research institutions. The term maintains the same meaning and usage across both languages, reflecting the international nature of scientific and mathematical communication.
Related Idioms & Phrases
separate the deterministic components from the noise
decompose into deterministic and stochastic parts
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