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The online course “Statistics 101” gives you a helpful summary about statistical issues and will guide you through the exam-preparation.
This course includes i.a. the following lessons:
|Properties of Probability||26:57|
|Basic Statistic Measures||21:07|
|Poisson Distribution and Bayes Theorem||20:15|
|Continous Probability Distribution||32:42|
|Key Properties of Chi-Squared, Student's t and Longnormal Distribution||30:37|
|Statistical Inteference and Hypothesis testing||33:44|
|Variations in Z-Test and F-Test||30:51|
|Basic concepts of Regression||38:05|
|Explained and Unexplained Variation||21:43|
|Hypothesis Tests and Confidence Intervals||22:01|
|Estimation of Volatility / EWMA and GARCH||24:24|
|GARCH and Monte Carlo Simulation||36:18|