Results

Linear Regression: Predicting infidelity from pornography consumption

Model Summary - Infidelity
Model		R		R²		Adjusted R²		RMSE
M₀		0.000		0.000		0.000		0.699
M₁		0.187		0.035		0.031		0.688

Note. M₁ includes LnPornConsumption

ANOVA
Model				Sum of Squares		df		Mean Square		F		p
M₁		Regression		4.074		1		4.074		8.602		0.004
		Residual		112.722		238		0.474
		Total		116.796		239

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

Coefficients
														95% CI
Model				Unstandardized		Standard Error		Standardized		t		p		Lower		Upper
M₀		(Intercept)		0.304		0.045				6.741		< .001		0.215		0.393
M₁		(Intercept)		0.230		0.051				4.508		< .001		0.130		0.331
		LnPornConsumption		0.587		0.200		0.187		2.933		0.004		0.193		0.981

Linear Regression: Predicting relationship commitment from pornography consumption

Model Summary - Commitment
Model		R		R²		Adjusted R²		RMSE
M₀		0.000		0.000		0.000		0.738
M₁		0.142		0.020		0.016		0.732

Note. M₁ includes LnPornConsumption

ANOVA
Model				Sum of Squares		df		Mean Square		F		p
M₁		Regression		2.604		1		2.604		4.863		0.028
		Residual		126.898		237		0.535
		Total		129.502		238

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

Coefficients
														95% CI
Model				Unstandardized		Standard Error		Standardized		t		p		Lower		Upper
M₀		(Intercept)		4.143		0.048				86.835		< .001		4.049		4.237
M₁		(Intercept)		4.203		0.054				77.178		< .001		4.095		4.310
		LnPornConsumption		-0.470		0.213		-0.142		-2.205		0.028		-0.889		-0.050

Linear Regression: Predicting infidelity from pornography consumption and relationship commitment

Model Summary - Infidelity
Model		R		R²		Adjusted R²		RMSE
M₀		0.000		0.000		0.000		0.700
M₁		0.350		0.122		0.115		0.659

Note. M₁ includes PornConsumption, Commitment

ANOVA
Model				Sum of Squares		df		Mean Square		F		p
M₁		Regression		14.286		2		7.143		16.460		< .001
		Residual		102.416		236		0.434
		Total		116.703		238

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

Coefficients
														95% CI
Model				Unstandardized		Standard Error		Standardized		t		p		Lower		Upper
M₀		(Intercept)		0.305		0.045				6.743		< .001		0.216		0.395
M₁		(Intercept)		1.247		0.261				4.771		< .001		0.732		1.761
		PornConsumption		0.107		0.039		0.171		2.780		0.006		0.031		0.184
		Commitment		-0.268		0.058		-0.282		-4.583		< .001		-0.383		-0.153