Results

Linear Regression

Model Summary - Mortality
Model		R		R²		Adjusted R²		RMSE
M₀		0.000		0.000		0.000		2915.476
M₁		0.806		0.649		0.591		1864.431

Note. M₁ includes Pubs

ANOVA
Model				Sum of Squares		df		Mean Square		F		p
M₁		Regression		3.864×10⁺⁷		1		3.864×10⁺⁷		11.117		0.016
		Residual		2.086×10⁺⁷		6		3.476×10⁺⁶
		Total		5.950×10⁺⁷		7

Note. M₁ includes Pubs
Note. The intercept model is omitted, as no meaningful information can be shown.

Coefficients
Model				Unstandardized		Standard Error		Standardized		t		p
M₀		(Intercept)		4750.000		1030.776				4.608		0.002
M₁		(Intercept)		3351.955		781.236				4.291		0.005
		Pubs		14.339		4.301		0.806		3.334		0.016

Influential Cases
Case Number		Std. Residual		Mortality		Predicted Value		Residual		Cook's Distance		Leverage		Mahalanobis
1		-1.465		1000.000		3495.345		-2495.345		0.213		0.166		0.285
2		-0.957		2000.000		3638.734		-1638.734		0.085		0.157		0.224
3		-0.455		3000.000		3782.123		-782.123		0.018		0.149		0.170
4		0.043		4000.000		3925.512		74.488		1.548×10^-4		0.143		0.123
5		0.538		5000.000		4068.901		931.099		0.023		0.137		0.084
6		1.029		6000.000		4212.291		1787.709		0.081		0.132		0.052
7		1.520		7000.000		4355.680		2644.320		0.171		0.129		0.028
8		-2.449		10000.000		10521.415		-521.415		227.143	*	0.987	*	6.034

* Potentially influential case, according to the selected influence measure.

Linear Regression: All Influence Measures

Model Summary - Pubs
Model		R		R²		Adjusted R²		RMSE
M₀		0.000		0.000		0.000		163.860
M₁		0.806		0.649		0.591		104.787

Note. M₁ includes Mortality

ANOVA
Model				Sum of Squares		df		Mean Square		F		p
M₁		Regression		122067.647		1		122067.647		11.117		0.016
		Residual		65882.353		6		10980.392
		Total		187950.000		7

Note. M₁ includes Mortality
Note. The intercept model is omitted, as no meaningful information can be shown.

Coefficients
Model				Unstandardized		Standard Error		Standardized		t		p
M₀		(Intercept)		97.500		57.933				1.683		0.136
M₁		(Intercept)		-117.647		74.407				-1.581		0.165
		Mortality		0.045		0.014		0.806		3.334		0.016

Influential Cases
Case Number		Std. Residual		Pubs		Predicted Value		Residual		Cook's Distance		DFBETAS:Intercept		DFBETAS:Mortality		DFFITS		Covariance Ratio		Leverage		Mahalanobis
1		0.983		10.000		-72.353		82.353		0.274		0.733		-0.596		0.737		1.586		0.361		1.654
2		0.519		20.000		-27.059		47.059		0.045		0.272		-0.200		0.282		1.756		0.252		0.890
3		0.124		30.000		18.235		11.765		0.002		0.046		-0.028		0.052		1.740		0.176		0.360
4		-0.241		40.000		63.529		-23.529		0.005		-0.062		0.023		-0.087		1.632		0.134		0.066
5		-0.600		50.000		108.824		-58.824		0.026		-0.089		-0.020		-0.215		1.456		0.126		0.007
6		-0.975		60.000		154.118		-94.118		0.085		-0.037		-0.171		-0.410		1.202		0.151		0.184
7		-1.390		70.000		199.412		-129.412		0.257		0.133		-0.506		-0.794		0.838		0.210		0.596
8		2.449		500.000		335.294		164.706		4.286	*	-9.712×10⁺⁷	*	1.596×10⁺⁸	*	1.798×10⁺⁸	*	1.706×10^-31		0.588		3.243

* Potentially influential case, according to the selected influence measure.