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BUS708 International Trade and Finance-Data Analysis and Statistical M

How did you find or collect your data (If you found the data, give a clear reference. If you collected the data, describe clearly the data collection process you used.) What are the cases What are the variables What population do you believe the sample might generalize to Is the sample data from an experiment or an observational study Include a copy of the dataset.
• Analysis of One Quantitative Variable: For at least one of the quantitative variables, include summary statistics (mean, standard deviation, five number summary) and at least one graphical display. Are there any outliers Is the distribution symmetric, skewed, or some other shape
• Analysis of One Categorical Variable: For at least one of the categorical variables, include a frequency table and a relative frequency table.

• Analysis of One Relationship between Two Categorical Variables: Analyse your own data for a chi-square test for association between the two Categorical Variables. State the hypotheses of the test. Conduct the test, showing all details such as expected counts, contribution of each cell to the chi-square statistic, degrees of freedom used, and the p-value. State a clear conclusion in context. If the results are significant, which cells contribute the most to the chi-square statistic? 

For these cells, are the observed counts greater than or less than expected Whether or not the results are significant, describe the relationship as if you were writing an article for your campus paper. If the results are significant, can we infer a causal relationship between the variables
• Analysis of One Relationship between a Categorical Variable and a Quantitative Variable Include a side-by-side histogram and describe it. Does there appear to be an association between the two variables If so, describe it. Also, use some summary statistics to compare the groups.
• Analysis of One Relationship between Two Quantitative Variables: For at least one pair of quantitative variables, include a scatterplot and discuss it.
• Conclusion: Briefly summarize the most interesting features of your data.

Answer:

Patient_ID
width="63">Age_Cat
Gender LOS Disch_Dest Total_Charges
1 2 1 8 3 $27,776 
2 2 2 5 1 $35,529 
3 2 2 2 1 $17,742 
4 3 2 2 1 $10,367 
5 1 2 2 1 $13,801 
6 2 1 5 1 $38,028 
7 4 2 7 3 $33,332 
8 5 2 6 1 $22,829 
9 5 2 4 3 $32,060 
10 5 1 8 1 $26,138 
11 7 1 6 3 $23,832 
12 1 2 7 4 $36,438 
13 1 1 8 3 $36,968 
14 2 2 17 3 $98,993 
15 5 1 3 3 $30,655 
16 6 2 6 3 $25,732 
17 6 2 5 3 $20,221 
18 3 1 3 1 $14,581 
19 1 1 3 1 $23,253 
20 6 2 18 4 $88,808 
21 2 1 8 4 $39,160 
22 7 2 3 2 $15,004 
23 3 1 3 1 $29,010 
24 3 2 6 3 $28,532 
25 1 1 3 3 $14,413 
26 1 1 3 1 $21,088 
27 7 2 7 1 $28,776 
28 7 2 6 2 $25,864 
29 4 1 6 1 $18,565 
30 7 2 7 5 $28,950 
31 7 2 3 2 $20,993 
32 7 2 3 4 $25,687 
33 2 2 7 1 $42,702 
34 1 2 2 1 $25,213 
35 4 1 3 3 $16,032 
36 5 1 13 4 $69,929 
37 4 2 7 1 $39,166 
38 4 1 12 3 $63,407 
39 6 2 7 2 $24,831 
40 6 2 10 2 $39,557 
41 5 2 4 4 $16,361 
42 1 1 10 3 $79,101 
43 6 1 4 3 $18,286 
44 5 2 5 1 $19,651 
45 4 1 11 5 $57,453 
46 2 1 3 1 $23,472 
47 6 1 4 3 $26,800 
48 6 2 4 2 $18,866 
49 4 2 4 1 $29,394 
50 5 2 2 3 $12,803 
51 5 2 6 2 $30,996 
52 5 1 6 1 $22,316 
53 6 1 1 1 $15,388 
54 6 1 7 3 $38,046 
55 6 2 2 3 $10,183 
56 6 2 2 1 $11,577 
57 5 2 3 3 $24,249 
58 6 2 4 1 $29,207 
59 2 1 8 3 $56,042 
60 1 1 12 3 $66,705 
61 7 2 5 1 $26,725 
62 2 2 3 4 $29,086 
63 7 1 5 3 $22,087 
64 6 1 9 1 $34,977 
65 3 1 4 1 $17,915 
66 4 2 16 5 $95,341 
67 5 2 4 3 $16,425 
68 5 2 2 3 $16,744 
69 4 2 10 4 $38,346 
70 4 2 6 2 $24,430 
71 5 2 7 2 $20,915 
72 2 1 1 1 $8,797 
73 7 1 4 3 $19,618 
74 3 2 2 1 $22,233 
75 5 1 2 1 $15,657 
76 2 2 18 2 $72,700 
77 2 1 6 1 $53,870 
78 3 1 4 1 $24,333 
79 6 2 5 3 $22,980 
80 1 1 4 3 $27,331 
81 1 1 6 3 $22,748 
82 4 2 12 3 $46,960 
83 4 2 1 5 $18,873 
84 6 1 1 1 $9,711 
85 5 2 17 5 $1,74,182 
86 2 2 19 3 $73,823 
87 3 2 8 4 $48,317 
88 3 2 8 4 $32,569 
89 6 2 10 2 $44,929 
90 4 2 3 1 $12,207 
91 6 1 5 1 $23,683 
92 6 1 3 3 $15,208 
93 6 1 8 3 $28,646 
94 7 2 6 3 $30,343 
95 1 1 2 1 $20,134 
96 2 1 8 3 $46,655 
97 6 1 7 3 $33,039 
98 1 2 5 3 $21,687 
99 6 1 6 2 $30,897 
100 6 1 6 3 $22,420 

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