An Analysis of Students’ failing in University Based on Least Square Method and a New Logistic Regression Function

Table 1

Usual information and examination of the fourth session of students in an engineering college.

Basic information of students			Students’ daily life information						Examination situation
3	Female	M1	0	0	48	20	16	13	2.02	F
2	Male	M1	0	0	79	26	27	26	3.16	F
2	Male	M4	0	1	78	25	27	26	1.9	T
1	Male	M4	0	0	77	27	25	24	2.94	F
3	Male	M1	0	0	80	26	27	27	4.12	F
2	Female	M2	0	0	47	21	20	5	2.65	F
2	Male	M1	0	0	48	12	22	14	2.96	F
2	Male	M3	0	2	42	6	21	14	3.18	F
2	Male	M3	0	0	41	5	19	17	2.43	T
2	Male	M2	0	0	43	2	18	22	3.07	F
Serial number										Designation
										Grade
										Gender
										Major
										Number of absences
										Borrowing quantity of nonprofessional books
										Consumption frequency/month
										Breakfast frequency/month
										Lunch frequency/month
										Dinner frequency/month
										Last semester grade point
										Failure in examination

M1 to M4 represent different disciplines. F and T mean passing the exam and failing the exam respectively.