-- Statistics for data mining. -- Introduction -- House sales data -- Conditional probability -- Equality tests

: probability and sampling -- Making statistical inferences -- Statistical models for forecasting and planning

and semiparametric linear probability models, the focus turns to solving nonparametric stochastic

.Probability sampling -- Sources of random numbers -- 3.4.Errors and bias -- 3.4.1.Sample design and sampling

background in probability theory and finance, as well as providing detailed mathematical explanations with

.Histograms -- 4.2.Probability Distributions -- 4.2.1.Populations and Samples -- 4.3.Probability Density

frame -- Choosing the sample: random probability sampling -- Sampling error -- How you ask: interview

worldview -- Semi-free: thermodynamics, probability, and the new worldview -- Burning man: the influence of

-- Probability of Superiority Applied to Ordinal Data -- Dominance Measure -- Somers' D, the Risk Difference, and

-- The Social Amplification of Risk -- Case Study: The Madoff Affair -- Probability and Impact Are Not

Advances in statistics, probablity and actuarial science ;

-- Discrete probability -- Normal random variables and probability -- The arbitrage theorem -- Random walks