Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more.


Inner Product of Two Vectors

Inner product Let ak and bk be two arbitrary vectors of the same order, and p an arbitrary scalar from the vector's basic set. Then, the inner product
p := ab
is calculated by calculating the sum of the element-wise products
p := a1b1 + a2b2 + ... + akbk

The fact that the inner product of two vectors result in a scalar rather than in a vector sometimes gives rise to mistakes. The inner product is occasionally called a "scalar product", which should be avoided in order to not mix up the inner product and the multiplication of a vector by a scalar. Another name for the inner product is a "dot product".

Examples: