Researches

What is statistics?

Data set obtained by a population of statistical units and a set of variables

Scale of measurement

Loss of information and gain for interpretation

Relative frequency and its properties

Quantitative, continuous, discrete and categorical data

The most important families of theoretical distribution

Descriptive and Inferential statistics

Conditional and Marginal frequencies

Values attempts of intuitive definition of the concept of probability

The various types of averages: arithmetic, geometric, harmonic, weight, quadratic

The Markov inequality

Probability axioms

Probability

Boole’s inequality

Bayes Theorem

Running mean

Dispersion

Bayes Theorem in statistical inference: the concept of prior, posterior probabilities and the likelihood

Box Muller Transform

The central limit theorem

Chebyshev inequality

The weak law of large numbers