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6 pages/≈1650 words
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APA
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Mathematics & Economics
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Statistics Project
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English (U.S.)
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MS Word
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$ 31.1
Topic:
Data Science Project Report
Statistics Project Instructions:
Tutors who receive orders need to master Python skills and relevant knowledge of financial economics
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DATA SCIENCE PROJECT REPORT
Subject title and code: Global Economic Environment (AF2602)
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Data Science Project Report
In this report, and to calculate the sample size, mean and standard deviation, in addition to the setting of hypotheses, and estimating the fixed-effect model by a Python program, we shall collect data from WDI for the dependent variable, which is Imp. of g&s as a % of GDP, while the four independent variables are; Cab as a % of GDP, Inflation Consumer Price Index, Population, and Money Supply Growth. We shall conclude by testing the hypotheses one by one, and explaining why each is or is not supported by the findings.
The following table represents the list of samples of countries, period, size, mean, and standard deviation. The data is extracted from Databank, World Development Indicators, WDI (The World Bank, 2021). The sample size is 100, the sample mean is 41263051.96, and the standard deviation is75488830.3.
Sample size
100
Sample mean
41263051.96
Sample Standard deviation
75488830.3
Sample period
Sample country
Current Account Bal_gdp
inflation_cpi
Population
Money Supply_growth
Imports g&s (% of GDP)
2010
Australia
-3.9012953
2.918340027
22031750
10.1307768
20.83966397
2011
Australia
-3.181266533
3.303850156
22340024
7.967777688
20.47031601
2012
Australia
-4.170542032
1.762780156
22733465
7.347916752
21.72951827
2013
Australia
-3.037241645
2.449888641
23128129
6.747131992
21.25226273
2014
Australia
-2.957266065
2.487922705
23475686
7.0328977
21.46703534
2015
Australia
-4.213876251
1.508366722
23815995
5.984082435
21.50952757
2016
Australia
-3.394591403
1.276990945
24190907
6.666188127
21.52658435
2017
Australia
-2.704785324
1.948647409
24601860
4.521987656
20.61296969
2018
Australia
-2.078660736
1.911400944
24982688
2.373822341
21.44074306
2019
Australia
0.575224839
1.610767873
25365745
14.05953319
21.599...
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