Technical ProfilePerfil Técnico
SkillsHabilidades
Statistical AnalysisAnálisis Estadístico
Inference & ModelingInferencia y Modelamiento
- ANOVA
- MANOVA
- ANCOVA
- Linear & logistic regression
- Multilevel/mixed models
- Mediation & moderation
- Nonparametric methods
Psychometrics & MeasurementPsicometría y Medición
- IRT
- CFA
- SEM
- Scale construction & validation
- Measurement invariance
- Reliability & validity
- Instrument adaptation
Simulation & DesignSimulación y Diseño
- Monte Carlo simulation
- Bayesian analysis
- Power analysis
- Missing data (MI/FIML)
ExplorationExploración
- EFA
- PCA
- Cluster analysis (K-Means, HDBSCAN, hierarchical)
Tools & MethodsHerramientas y Métodos
ComputationalComputacional
- Contextual embeddings
- NLP
- LLM integration
- Content analysis
- Dimensionality reduction (UMAP/t-SNE)
Languages & FrameworksLenguajes y Frameworks
- Python
- R
- TypeScript
- SQL
- LaTeX
- FastAPI
- Next.js
- React
- sentence-transformers
- LangGraph
PlatformsPlataformas
- OSF
- GitHub
- Docker
- PostgreSQL