Define clustering. Differentiate between single linkage and complete l

Question

Define clustering. Differentiate between single linkage and complete linkage method of clustering.
(b) Consider the following partitioned sample variance-covariance matrix S, obtained from a sample of size 10.
$$S = \left( \begin{array}{cc|cc} 4.8 & 2.9 & 0.2 & -0.2 \\ 2.9 & 7.9 & 0.0 & 0.7 \\ \hline 0.2 & 0.0 & 7.1 & 7.2 \\ -0.2 & 0.7 & 7.2 & 11.3 \end{array} \right)$ $
If $|S| = 799.13$ , then test for the independence of the sub-vectors $X^{(1)}_{2 \times 1}$ and $X^{(2)}_{2 \times 1}$ .
$\quad$ (Use $\Lambda_{2, 2, 7}(0.05) = 0.230$ )
---

24 Mar 2026

Answer :

Word Count : 383

Clustering is a technique in multivariate statistics where objects are grouped based on similarity, so that objects within a cluster are more similar to each other than to objects in other clusters. Difference between single linkage and complete linkage methods: * Single linkage: The distance between two clusters is defined as the minimum distance between any pair of objects, one from each cluster. __________ __________ _________ _______ ______ ____ ___ ____ ___ __________.
______ __________ ________ _________ _____ __________ ________ ____ _________.
________ ____ ___ _____ ____ ________.
____ _______ ______ ________ ___ ___ ________ ______ _______ _____ ___ _______.
___ _____ ___ ________ ___ ____ ____ _______ _____.
___ ______ ____ ____ ___ __________ _______ _______ _______ ___ _____ _____.
_____ _______ ______ _____ __________ ____ ________ __________ _______ ____ __________.
_________ _________ _____ ____ ___ ____ _______ _________ ________.
________ _______ _______ ___ ___ ________ ________ __________ ____ ______ ___ _______.
________ _________ ____ _________ __________ _______ ___ ________ _______ __________.
__________ ______ _________ _________ _______ __________ ________ __________ ________ _________ ______.
________ _______ ___ ____ ______ _________.
_____ ____ __________ ____ __________ _________ ______ ___ ____ _______ __________.
_____ _______ ________ ___ _________ ________ __________.
_______ _____ _____ ______ _____ __________ __________ __________ ___ __________ _________ ___.
_____ ______ ________ ______ ________ ___.
______ ____ ____ __________ __________ ________ __________.
__________ _________ ______ _______ __________ ________ _________.
_______ ____ ________ ______ _____ _________ ______ ________ __________ _______ ______ ______.
_____ __________ ___ _________ ___.
_____ ___ _______ __________ ___.
______ ______ ________ _________ _______ ______ __________.
______ ______ _____ _________ ______ _________ _____.
___ ____ ______ _____ __________ ______ ____ _____ _______ ____ _____ _________.
____ _____ ________ ______ _______ _________ ____ _______ _____ ___ ________.
_______ ___ ___ _________ _________ _______ _______ ___.
________ ________ ________ ___ _____ _______ ________ _________ _________ ______.
_____ ________ _________ ______ ____ _______ _____.
___ _________ _________ _________ _________ __________ _____ _____ ____ ___ _________.
_______ _________ ________ ___ ______ __________ __________ ________ ______ ____ __________ __________.
_____ ______ _______ ______ _______ ________.
_________ ___ _______ ________ ____ ______ ______ ____ _____ _________ ___.
______ __________ ____ _______ ______ ____ ____ _______ ____ ______.
_______ ____ ______ _________ ______ _______ __________ ____ _______ ____.
___ _____ ___ _________ _________ ________ _________.
_______ ________.
Get Full Answer on WhatsApp