Correlation Analysis of student income on feeding and school expenses NASSON FPN - NATIONAL ASSOCAITION OF STATISTICS STUDENTS OF NIGERIA FPN CHAPTER

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NASSON FPN Chapter

JAMB Regularization

Friday, 3 August 2018

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Correlation Analysis of student income on feeding and school expenses NASSON FPN

jambreg
Jamb Regularization


Income
('000)
Feeding Expenses ('000)
School Expenses('000)
903
159
114
1190
165
204
856
164
231
1183
143
117
857
156
279
1086
121
296
1006
182
280
1087
157
218
1182
167
106
1010
164
235
995
151
207
1049
163
198
1028
127
114
909
170
297
1199
163
220
821
174
190
1033
152
239
835
135
284
1138
190
82
1156
155
179
797
139
93
858
137
213
738
136
283
863
182
258



Correlation

Summary statistics (Quantitative data):












Variable
Observations
Obs. with missing data
Obs. without missing data
Minimum
Maximum
Mean
Std. deviation
Income
24
0
24
738.000
1199.000
990.792
142.948
Feeding Expenses
24
0
24
121.000
190.000
156.333
17.731
School Expenses
24
0
24
82.000
297.000
205.708
68.808
















Correlation matrix (Pearson):













Variables
Income
Feeding Expenses
School Expenses




Income
1
0.162
-0.330




Feeding Expenses
0.162
1
-0.060




School Expenses
-0.330
-0.060
1





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