Module 1: Statistical analysis of financial markets
. Financial data feeds
. Mark to Market evaluations
. Return measures
. Gaussian and Log-Normal models
. Moments of linear transformations
. Volatility
. Value at Risk measures
.. Delta-Normal VaR
.. RiskMetrics VaR
.. Incremental and Component VaR
. Financial data analytics with R
Module 2: Sampling Theory
. Sampling designs
.. First and second order inclusion probabilities
.. Simple random sampling
. Sampling statistics
.. Horvitz-Thompson estimators
. Sampling strategies
.. Total estimation in a given population
.. Mean estimation in a given population