Research and application of constructing football training linear programming based on multiple linear regression equation

Index	Sample size	Correlation coefficient	Significance	Index	Sample size	Correlation coefficient	Significance

X1	400	0.475	0.047	X27	400	−0.683	0.002
X2	400	0.976	0	X28	400	−0.183	0.469
X3	400	0.535	0.022	X29	400	0.304	0.22
X4	400	0.683	0.002	X30	400	0.122	0.63
X5	400	0.545	0.019	X31	400	0.011	0.913
X6	400	0.416	0.086	X32	400	0.34	0.167
X7	400	0.131	0.604	X33	400	0.452	0.06
X8	400	0.098	0.7	X34	400	0.657	0.003
X9	400	0.024	0.924	X35	400	0.354	0.15
X10	400	0.085	0.737	X36	400	−0.219	0.383
X11	400	0.438	0.069	X37	400	−0.280	0.261
X12	400	0.523	0.026	X38	400	−0.173	0.493
X13	400	0.401	0.099	X39	400	0.427	0.077
X14	400	0.617	0.006	X40	400	−0.527	0.025
X15	400	0.377	0.123	X41	400	−0.401	0.099
X16	400	0.295	0.235	X42	400	−0.450	0.061
X17	400	0.413	0.088	X43	400	0.225	0.369
X18	400	0.402	0.098	X44	400	0.228	0.363
X19	400	0.061	0.809	X45	400	−0.085	0.737
X20	400	0.511	0.03	X46	400	0.182	0.469
X21	400	0.547	0.019	X47	400	0.267	0.284
X22	400	0.206	0.411	X48	400	0.383	0.117
X23	400	0.802	0	X49	400	0.389	0.111
X24	400	−0.012	0.962	X50	400	0.073	0.774
X25	400	−0.976	0	X51	400	0.152	0.548
X26	400	−0.559	0.016	X52	400	−0.152	0.548

Variable	Parameter estimate	Standard error	Type II SS	F value	Significance (Pr > F)

Intercept	0.07407	0.01719	0.00142	18.57	<0.0001
X6	0.27741	0.02728	0.00790	103.40	<0.0001
X13	0.09219	0.01663	0.00235	30.72	<0.0001
X2	0.13100	0.02305	0.00247	32.30	<0.0001
X20	0.07443	0.01342	0.00235	30.74	<.0001
X11	0.12904	0.02254	0.00250	32.77	<0.0001
X21	0.04669	0.01905	0.00046	6.01	0.0184
X23	0.06296	0.02080	0.00070	9.17	0.0042
X19	0.06853	0.02419	0.00061	8.03	0.0070

Model	Sum of variance	Mean difference	F	Sig.

1	Regression	129.495	2.878	3.8880.000
	Residual	37.005	0.74
	Total	160.5

Step	Introduced variables	Number of variables	Coefficient of determination R2	Model R2	C (P)	F	Significance(Pr > F)

1	X6	1	0.7855	0.7855	354.351	183.10	<0.0001
2	X13	2	0.0971	0.8826	174.172	40.54	<0.0001
3	X2	3	0.0342	0.9168	111.994	19.75	<0.0001
4	X20	4	0.0269	0.9437	63.5307	22.47	<0.0001
5	X11	5	0.0174	0.9611	32.8756	20.61	<0.0001
6	X21	6	0.0072	0.9684	21.3579	10.25	0.0025
7	X23	7	0.0044	0.9728	15.0255	7.19	0.0103
8	X19	8	0.0043	0.9771	9.0000	8.03	0.0070

	DF	SS	MS	F	Significance (Pr > F)

Regression analysis	8	0.14009	0.01751	229.10	<0.0001
Residual	43	0.00329	0.00007644
Total	51	0.14338

Publication timeframe:: Volume Open
Journal Subjects:: Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics