Mathematics – NeuroBorder

Probability and statistics (misc)

probability

statistics

misc

Probability is the branch of mathematics that deals with events whose individual outcomes are unpredictable, but whose outcomes on average are predictable.

Probability and statistics with Julia

probability

statistics

julia

For pseudorandom number generation, there is some deterministic (non-random and well defined) sequence \(\{x_n\}\), specified by

Statistical inference concepts of binomial distribution

statistical inference

binomial distribution

In an experiment, there are only two outcomes: success \(A\) (\(X = 1\)) and failure \(\overline{A}\) (\(X = 0\)), and the probability of success is \(p\). Such an…

Logistic function

logistic function

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Binomial distribution approximations

binomial distribution

approximation

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Lorenz curve and Gini index

lorenz curve

gini index

In economics, the Lorenz curve is a graphical representation of the distribution of income or of wealth.

P-P plot and Q-Q plot

p-p plot

q-q plot

In statistics, a P-P plot (probability-probability plot or percent-percent plot or P value plot) is a probability plot for assessing how closely two datasets agree, or for…

ROC and AUC

roc

auc

A receiver operating characteristic curve (ROC curve) is a graphical plot that illustrates the performance of a binary classifier (two-class prediction) model at varying…

Trigonometric functions

trigonometric functions