Crate basic_stochastics

Basic Stochastics

basic_stochastics is a small collection of utilities to make performing basic stochastic calculations more convenient.

Constants

• EIGHTY_TO_SIGMA
• FIFTY_TO_SIGMA
• NINETY_FIVE_TO_SIGMA
• NINETY_NINE_TO_SIGMA
• NINETY_TO_SIGMA
• ONE_SIGMA
• SEVENTY_TO_SIGMA
• SIXTY_TO_SIGMA
• THREE_SIGMA
• TWO_SIGMA

Functions

• average
  Calculates the average of the given vector.
• empiric_deviation
  Calculates the square root of the variance, representing the scattering of the given data
• matches_custom_sigma_environment
  Determines, whether the given value matches the given sigma environment using the given µ and σ values. You can either provide a specific sigma environment or use one from the given constants. Please see https://en.wikipedia.org/wiki/Normal_distribution and sigma rooms for further information.
• matches_sigma_environment
  Determines, whether the given value matches the given sigma environment of the given data’s normal distribution. You can either provide a specific sigma environment or use one from the given constants. Please see https://en.wikipedia.org/wiki/Normal_distribution and sigma rooms for further information.
• variance
  Calculates the variance of the given vector. Please see https://en.wikipedia.org/wiki/Variance for further explanation.