Zero, First, Second, Third and Fourth Central and Arbitrary Moments in Statistics
Data Science and A.I. Lecture Series
Author: Bindeshwar Singh Kushwaha
Institute: PostNetwork Academy
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Moments About an Arbitrary Point (Ungrouped Data)
Definition: The general formula is:
μr' = Σ(xi - A)r / n, where r = 0, 1, 2, 3, 4
- Zero-order moment:
μ0' = 1
- First-order moment:
μ1' = Σ(xi - A) / n
- Second-order moment:
μ2' = Σ(xi - A)2 / n
- Third-order moment:
μ3' = Σ(xi - A)3 / n
- Fourth-order moment:
μ4' = Σ(xi - A)4 / n
Moments About an Arbitrary Point (Grouped Data)
Definition: For grouped data:
μr' = Σfi(xi - A)r / N, where N = Σfi, r = 0, 1, 2, 3, 4
- Zero-order moment:
μ0' = 1
- First-order moment:
μ1' = Σfi(xi - A) / N
- Second-order moment:
μ2' = Σfi(xi - A)2 / N
-
Third-order
PDFPresentation
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