Data analysis

Our agency provides full services in data analytics, using the approaches, methods and techniques of statistics and machine learning including, but not limited to:

  • Descriptive analysis
  • Correlation and significance testing
  • Regression analysis (Multiple, Logistic, Multinomial, Ordinal, Hierarchical, Non-linear, Conditional Logit, Regression Discontinuity)
  • Dimension Reduction (Principal Component analysis, Factor Analysis)
  • Classification (Logistics Regression, Decision Tree, Random Forest, k-NN, Neural Networks, Support Vector Machine)
  • Time-Series Analysis
  • Survival Analysis
  • Experimental analysis (Propensity Score Matching, Difference-in-difference regression, varieties of ANOVA)
  • Clustering analysis (Hierarchical, K-means)
  • Association Rules
  • Choice modelling (conjoint analysis)
  • Model evaluation

 

  • Constant comparison method
  • Conversation analysis
  • Narrative analysis
  • Discourse analysis
  • Grounded Theory
  • Qualitative comparative analysis
  • Case-oriented understanding
  • Phenomenological analysis
  • Ethnographic analysis

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