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Data Analysis: Frequency Distribution, Regression Analysis, Hypothesis Testing

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Added on  2023-06-12

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This article covers topics such as frequency distribution, regression analysis, and hypothesis testing in data analysis. It includes tables, histograms, and equations to explain the concepts.

Data Analysis: Frequency Distribution, Regression Analysis, Hypothesis Testing

   Added on 2023-06-12

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Data analysis 1
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Tutor
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Date
Data Analysis: Frequency Distribution, Regression Analysis, Hypothesis Testing_1
Data analysis 2
NUMBER 1
a. Frequency distribution table showing relative frequency and percent frequency
distribution
Class Frequency Relative frequency % frequency
123 - 173 9 0.18 18%
174 - 224 15 0.3 30%
225 - 275 11 0.22 22%
276 -326 5 0.1 10%
327 - 377 4 0.08 8%
378 - 428 2 0.04 4%
429 - 479 3 0.06 6%
480 - 530 1 0.02 2%
Table 1
b. Percent frequency distribution for furniture order values histogram
123 -
173 174 -
224 225 -
275 276 -
326 327 -
377 378 -
428 429 -
479 480 -
530
0%
5%
10%
15%
20%
25%
30%
35%
Histogram
Class
Percentage frequency
Figure 1
It can be observed that the distribution curve above is not normal. The curve is skewed
to the right. This indicates that the order values are not normally distributed.
c. Since the shape is skewed to the right it means that there are extreme values on
the right. Extreme values always affect the mean hence rendering it unfit for
Data Analysis: Frequency Distribution, Regression Analysis, Hypothesis Testing_2

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