PhD degree in Statistics (2011)

Thesis: Selection of Smoothing Parameters with Application in Causal Inference. Supervisor: Xavier de Luna. Co-supervisor: Marie Wiberg.

Statistical method courses included in degree (credits in parenthesis):

  • Multivariate Data Analysis (7.5)
  • Experimental Design (7.5)
  • Event History Analysis (7.5)
  • Probability Theory (7.5)
  • Statistical Inference (15)
  • Mixed Effects Models (7.5)
  • Stochastic Processes (7.5)
  • Computational Statistics (7.5)
  • Nonparametric Regression (7.5)
  • Causal Inference (3)
  • Functional Data Analysis (7.5)
  • Nonparametric Statistics (3)

Degree of Master of Social Science (4 year degree) in Statistics (2006)

Bachelor’s degree thesis: Logistic Item Response Theory Models. 15 credits, written in Swedish, co-authored with Andreas Petersson.  Supervisor: Marie Wiberg.

Master’s degree thesis: Loess and cross-validation. 15 credits, written in Swedish. Supervisor: Xavier de Luna.

Courses included in degree (credits in parenthesis):

  • Basic Statistics (37.5)
  • Intermediate Statistics (30)
  • Advanced Statistics (60)
  • Statistical Inference (15)
  • Multivariate Data Analysis (7.5)
  • Computer Based Statistics (7.5)
  • Basic Mathematics (30)
  • Business Administration (30)
  • Economics (30)
  • Information Technology (7.5)
  • IT-applications in Accounting (7.5)
  • Philosophy of Science (7.5)
  • Human Ecology, 7.5hp

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