Research Themes

Theoretical:

  1. Consumer behavior (Judgment and Decision Making)
  2. Consumer/predictive analytics
  3. Demand forecasting and market potential estimation
  4. Market dynamics

Methodological:

    1. Artificial Intelligence/Machine Learning/Deep Learning
    2. Behavior/demand prediction based on:
      • Secondary data (e.g., Census, IBGE/POF, Google Places, industry data, etc.)
      • Natural Language Processing (NLP) of social media data (e.g., Twitter)
      • Satellite imagery and demographics estimation
    3. Forecasting and Spatial econometrics
    4. Bayesian inference
    5. Experimental design
    6. Data Science and open-source tools