Lecture notes

• Econometrics: Regression basics, Identification, Statistical inference, Causal models, Randomization and Selection-on-observables, Instrumental variables, Regression discontinuity design, Difference in differences, Synthetic controls method, Machine learning essentials

Učebné texty \[in Slovak\]

• Pravdepodobnosť a štatistika 1
• Pravdepodobnosť a štatistika 2
• Lineárna regresia 1
• Lineárna regresia 2

Instructor

• Probability and Statistics 1 (Spring 2022-2025 in Slovak, UMB)
  • Sylabus
  • Učebný text
  • Zaujímavé odkazy:
    • Vizualizácie Seeing Theory,
    • Aká je pravdepodobnosť zemetrasenie?,
    • Vizualizácia Bayesovej vety (3Blue1Brown),
    • Monty Hall problem,
    • Centrálna limitná veta (3Blue1Brown)

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• Econometrics (Fall 2021-2024, PhD course, MUNI)
• Optimisation and Microeconomic Theory (Fall 2014, 2018-2024, Master, NHH)
• Regression Analysis 1 (Spring 2016-2021, 2023-2024 in Slovak, UMB)
• Regression Analysis 2 (Fall 2016-2023 in Slovak, UMB)
• Probability Theory 1 (Spring 2014, 2016, 2018-2023, in Slovak, UMB)
• Stochastic Processes (Fall 2015-2018, 2020-2024, in Slovak, UMB)
• Probability and Statistics 2 (Fall 2021-2023 in Slovak, UMB)
• Computation and Simulation in R 3 (Spring 2018-2021, 2023, in Slovak, UMB)
• Introduction to Numerical Methods using MATLAB (Spring 2015 and 2017, intensive PhD course, NHH)
• Financial Mathematics 2 (Fall 2015, in Slovak, UMB)
• Diploma Seminar (Spring 2014, in Slovak, UMB)
• Refresher Course in Probability and Statistics (Fall 2013, intensive PhD course, NHH)

Teaching Assistant

• Refresher Course in Mathematics (Fall 2010-2012, 2014, intensive PhD course, NHH)
• Refresher Course in Probability and Statistics (Fall 2010-2012, intensive PhD course, NHH)
• Microeconomic Theory (Fall 2011-2012, PhD course, NHH)
• International Macroeconomics (Spring 2010, Master, NHH)
• Econometrics (Spring 2009, NHH)