Question
The top management of a fashion store operating in three different cities in Victoria wanted to check whether there is a relation between weekly sales
The top management of a fashion store operating in three different cities in Victoria wanted to check whether there is a relation between weekly sales and store location. In this experiment, three different store locations are considered: Melbourne, Geelong, and Bendigo, and four different lines of products are considered: Clothing, Footwear, Perfumes and Accessories.
SALES | One-week average sales ($AUD) of the products |
CITY | Store Location: 1 = Melbourne, 2 = Geelong, and 3 = Bendigo |
PRODUCT | 1= Clothing, 2 = Footwear, 3 = Perfumes and 4 = Accessories |
PROMOTION | 1= TV and Radio, 2 = Social Media, 3 = Newspapers, and4 = Leaflets & Brochures |
(1) Conducting One-way ANOVA;
Test the null hypothesis that means sales are the same in all store locations.
Descriptives
Sales
{95% Confidence Interval
for mean.}
N | Mean | Std. Deviation | Std. Error | Lower Bond | Upper Bond | Minimum | Maximum | |
Melbourne | 34 | 8766.06 | 4824.951 | 827.472 | 7376.32 | 10743.33 | 3162 | 19000 |
Geelong | 30 | 6819.27 | 4274.616 | 780.434 | 5223.10 | 8415.43 | 2248 | 19142 |
Bendigo | 36 | 6479.83 | 2747.519 | 457.920 | 5550.21 | 7409.46 | 2502 | 17043 |
Total | 100 | 7458.86 | 4139.336 | 413.934 | 6637.53 | 8280.19 | 2248 | 19142 |
ANOVA
Sales
Sum of Squares | df | Mean Square | F | Sig. | |
Between Groups | 133923008.2 | 2 | 66961504.12 | 4.157 | 0.19 |
Within Groups | 1562353066 | 97 | 16106732.64 | ||
Total | 1696276074 | 99 |
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