Alb ArganeseThe most interesting statistical charts added in my personal libraryThere are several different types of charts and graphs. The three most common are probably histograms, bar graphs, and pie charts. They…Dec 11, 2019Dec 11, 2019
Alb ArganeseChebyshev inequality and the proof of the weak law of large numbersChebyshev’s inequality says that at least 1–1/K^2 of data from a sample must fall within K standard deviations from the mean (here K is…Dec 11, 2019Dec 11, 2019
Alb ArganeseThe central limit theoremThe central limit theorem is a result from probability theory. This theorem shows up in a number of places in the field of statistics…Dec 11, 2019Dec 11, 2019
Alb ArganeseBox Muller TransformThe Box–Muller transform, by George Edward Pelham Box and Mervin Edgar Muller, is a pseudo-random number sampling method for generating…Dec 9, 2019Dec 9, 2019
Alb ArganeseNormal Random Variables generation.Generating values from normal distributionDec 9, 2019Dec 9, 2019
Alb ArganeseInversion method to generate random variablesSimulation of non-uniform random variables are often done by transforming (pseudo-random) uniform random variables. Here we consider the…Dec 9, 2019Dec 9, 2019
Alb ArganeseStreaming algorithm for the mean and the varianceIn computer science, streaming algorithms are algorithms for processing data streams in which the input is presented as a sequence of…Oct 29, 2019Oct 29, 2019
