Current location - Training Enrollment Network - Mathematics courses - How to Normalize Data Conforming to Normal Distribution
How to Normalize Data Conforming to Normal Distribution
If: X~N(? ,σ? )

Order: t = (x-? ) / σ ( 1)

Then: t ~ n (0, 1).

That is, calculate the mathematical expectation of x first, and then calculate the standard deviation of x: σ,

Then use (1) to replace X with T to normalize the data.

Normalization here is understood as transforming a general normal distribution into a standard normal distribution.