Understanding the Sigma Metric
Mathematics

Understanding the Sigma Metric

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Description

The term

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Sigma

Used to represent the population standard deviation, a measure of the dispersion or spread of a dataset

Basic Summation Notation fi

Represents the sum of f(i) for all integers i from a to b, inclusive. 'a' is the lower limit, 'b' is the upper limit, and 'i' is the index of summation

Sum of integers from 1 to n i

n(n+1)/2

Sum of squares from 1 to n i

n(n+1)(2n+1)/6

Sum of cubes from 1 to n i

[n(n+1)/2]²

Population Standard Deviation Formula x - N

σ = √[Σ(xᵢ - μ)² / N], where xᵢ are individual data points, μ is the population mean, and N is the population size

Sample Standard Deviation

Represented by 's' or 'SD', it estimates the population standard deviation using a sample of data. The formula differs slightly from the population standard deviation formula (denominator is N-1 instead of N)

Sigma Notation and Infinite Series

Sigma notation can also represent infinite series, where the upper limit is infinity (∞). The series may converge to a finite sum or diverge

Convergence

A series converges if its sum approaches a finite limit

Divergence

A series diverges if it does not approach a finite limit

Properties of Summation cfi dgi

cΣᵢ₌ₐᵇ f(i) + dΣᵢ₌ₐᵇ g(i), where c and d are constants. Summation is linear