Mathematical Statistics and Data Analysis, International Edition (with CD Data Sets) notes (1st edition)

A summary on probability, covering: Venn-diagrams, permutations, combinations, Bayes’ rule, and independence.

A summary on random variables, covering: the Bernoulli random variable, the binomial random variable, the negative binomial random variable, the geometric random variable, the hypergeometric random variable, the poisson random variable, the uniform random variable, the exponential distribution, the gamma distribution, and the normal distribution. Ample examples are provided to aid your understanding.

A summary on random variables, covering: the Bernoulli random variable, the binomial random variable, the negative binomial random variable, the geometric random variable, the hypergeometric random variable, the poisson random variable, the uniform random variable, the exponential distribution, the gamma distribution, and the normal distribution. Ample examples are provided to aid your understanding.

A summary on probability, covering: Venn-diagrams, permutations, combinations, Bayes’ rule, and independence.

Discrete and continuous random variables, binomial distribution, simple random sampling with and without replacement, cumulative distribution functions, uniform distribution, inverse distribution function, exponential distribution, change of variables, bivariate distribution, conditional distribution, marginal and joint distributions, expectation, variance, standard deviation, covariance and correlation, conditional expectation, normal distribution,