Statistics and probability for Quantitative finance

Statistics and probability for Quantitative finance

What you’ll learn

  • Find optimal stop loss & take profit using probability distribution
  • Understand Student test and apply it to portfolio management problem
  • Use probability distribution to compute the Value at Risk (VaR)
  • Compute correlation between assets properly
  • Understand the main financial statistics: mean, variance, standard-deviation, skewness, kurtosis, covariance, correlation, …
  • Compute conditional probability to create a strategy with 70% beneficial trades
  • Master combinatorial statistics
  • Learn the basis of probability: random variables, intersection, union, independency, conditional probability …
  • Learn bayes theorem
  • Learn the most used law of probability in finance: Bernoulli, Binomial, Poisson, Uniform, Exponential, Normal,…
  • Learn how statistical test works

How to Enroll Statistics and probability for Quantitative finance course?

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