please solve problems

1) Use the distance matrix shown in the following table to create a dendogram using the single linkage method: G H 2.4 A B D E F A B 2.6 5.0 3.8 D 1.6 2.8 4.5 E 1.1 4.0 2.0 F 4.2 4.2 1.8 4.3 4.9 G 6.0 6.1 5.9 H 6.1 5.7 6,2 5.9 6.2 6.3 Group the elements into segments as follows: (1) Two segments. List elements in each segment (ii) Three segments. List elements in each segment (iii)Five segments. List elements in each segment lle -N lov illil 5.9 6.0 5.6 3.0 1 2)Use Ward's method to calculate Error Sum of Square for all missing values in the following table. Create a dendogram using calculated values F G Customer First Stage: Variable v1 V2 GNP 2 3 8 6 E 13 7 Second Stage: 2 5 2 AB . AD AE BC CDB BE ABCD D 10 8 BD BE CD CE DE CDE AB CDA AE- Third Stage: 3 Fourth Stage: Fifth Stage: ABE CDE ABCDE 3)A market research was performed on face-moisturizing products for the purpose of segmenting the customers into different categories a survey was conducted in order to get a better understanding of the consumers' needs. Given data in the below table: LSIS 7 7 6 5 S > 1 5 6 5 . 5 os 2 5 . > 5 5 . + 2 Customer ander Income mate10250 100 ay M2300 w Pm 3500 Iwwerte Male 1300 Powe Male 0 250 con Fenale 24550 Feste 200 Mae 2000 10200 . 5 . 7 . 2 2 7 5 . . . 1 > . 3 + 5 . 5 5 $ 3 . . 3 3 5 7 1 3 7 5 of . 5 1 7 . > . 1 5 2 . 7 ES + 5 5 1 1 . . 5 1 . KW 1 . . 5 1 7 . 3 2 5 E 7 7 > 5 1 5 . 2 5 . . 7 5 1 5 5 . 5 7 4 5 . . . 5 . 1 7 4 5 . . 1 7 1 5 . 2 5 4 2 5 1 6 . 21 > 1 5 5 7 5 . 7 $ 5 5 . . 7 $ 5 2 1 > 2 1 5 . . 1 12 mai 2010 Aone promene Pot Male 2000.com 144 2000 15ml 1500 once Post tomate 12 Male22 200 cm 20 450 gr M600 Arome Powe 20 Male 2500 Homeless 2500 22 Male 2010 tomate 101000 with 34 Male 33 200 cm 25 Male 750 20 le 2500 27 10 550 Male 100.com 29Mole 200 Antre 30 Female 1700 con le 2012100 male 50 Male 4500 mu 1500 38 M2300 Male 22250 Poste 2200 M1800 con 3919 100 Annet 40 Male 22 100 a temale 150 Are never the Mae 5350 tomate 4450 Male 500 con 46 Male 19 250 420200 we 22 450 re SOM 3 1000 5 1 IE 4 . 5 6 7 CE . . . 1 . 5 . 3 2 . 1 6 . 5 1 1 1 5 14 > 5 . . . BE 4 5 1 3 > 2 5 1 . 1 . 5 5 1 1 5 7 6 * 5 2 1 . 12 1 .. 2 s . . > . c 2 . 5 1 2 . 5 7 7 5 2 7 5 . 1 5 . 7 3 2 1 9 7 7 6 . > 4 5 . 5 5 . 5 5 > 3 7 5 1 . 1 5 5 1 7 5 7 5 3 7 2 7 5 2 3 5 5 7 7 6 6 5 5 6 Male 300 dry female 11 150 Acne prome 42 Male 25 30 oncert 43 female 37 650 44 tome 450 by Mate 500 combination with 46 Male female 20 200 ry amale >> 450 one prone never male 1000 never 50 Male 1000 7 2 2 7 GIBIB > . 4 5 4 4 2 5 6 5 2 2 . 6 7 6 7 + . . . 6 . 5 7 . 5 1 5 Paraben-free: No harmful chemicals used in the product formula Cruelty-free. The product never been tested on animals 1. Identify Basis variables 2. Identify Descriptors 3. Copy paste data into MINITAB and perform the following clustering analysis Use Single linkage. Complete linkage, average linkugs. and Wand's method to create dendograms. For each method show . 3 segments S segments Discuss use of linkage method Discuss size of obtained segments 4. For the J-segments" results above-Complete linkage; use MINITAB to identify cluster membership and perform Discriminant analysis Identify discriminant functions Discuss in general use of discriminant function in the STP approach . For the Bruegments" reusit sheve, we MINITAR to identify cluster membership and 5. Given three new customers with the following income and Age, se discriminant functions to calculate probability of being member of each of the obtained segments Customer Income Age 25 800 30 1000 45 250 B