model-based analysis

[ˈmɑː.dəl beɪst ˈæn.əl.ɪ.sɪs]
noun phrasepl: model-based analyses
análise baseada em modelos
1. A systematic approach to examining data or phenomena using mathematical, computational, or conceptual models as the primary framework for understanding and interpretation
The researchers conducted a model-based analysis to predict disease progression in patients.
Os pesquisadores realizaram uma análise baseada em modelos para prever a progressão da doença nos pacientes.
2. An analytical method that relies on predetermined theoretical or empirical models rather than purely empirical observation
Model-based analysis allowed the team to simulate various scenarios before implementation.
A análise baseada em modelos permitiu à equipe simular vários cenários antes da implementação.
3. In statistics and data science, an analysis technique that uses structural equation modeling, statistical models, or computational models to test hypotheses
The model-based analysis revealed significant relationships between variables.
A análise baseada em modelos revelou relacionamentos significativos entre as variáveis.
Model-based analysis is a fundamental methodology in scientific research, engineering, and data science across both Brazilian and American academic institutions. In Brazil, it is particularly prevalent in engineering, economics, and public health research. The term reflects the globalization of scientific terminology and is used consistently across Portuguese-speaking and English-speaking research communities.
Synonyms / Sinônimos
model-driven analysisstructural analysisparametric analysiscomputational modelingstatistical modeling
Antonyms / Antônimos
exploratory analysisdata-driven analysisempirical observationdescriptive analysis

Regional Variations

General Brazilian Portuguese
análise baseada em modelos
Standard term used in academic and technical contexts
São Paulo
análise baseada em modelos
Preferred in business and technological sectors
Rio de Janeiro
análise com base em modelos
Alternative phrasing occasionally used
Portugal
análise baseada em modelos
Same terminology used in European Portuguese academic contexts

Related Words

statistical modelmathematical modelinghypothesis testingcomputational modelstructural equation modelingpredictive modelingsimulationparametric analysis

Related Idioms & Phrases

follow the model
work within a framework
test the hypothesis
Look up more words on Fala2Me
The free English-Portuguese dictionary with real Brazilian accents, NYC slang, conjugator and more
Open Fala2Me →