SPSS Predicting Heart Disease using Binary Logistic Regression

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Output Log <head><style type="text/css">p{color:0;font-family:Monospaced;font-size:14pt;font-style:normal;font-weight:normal;text-decoration:none}</style></head><BR>LOGISTIC REGRESSION VARIABLES DummyDisease /METHOD=ENTER DummyGender age education cigsPerDay BPMeds prevalentStroke prevalentHyp diabetes totChol sysBP diaBP BMI glucose /CRITERIA=PIN(.05) POUT(.10) ITERATE(20) CUT(.5).

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Output Logistic Regression Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Logistic Regression Notes 00000000011_lightNotesData.bin Case Processing Summary 00000000012_lightTableData.bin Dependent Variable Encoding 00000000013_lightTableData.bin Block 0: Beginning Block Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 0: Beginning Block Classification Table 000000000141_lightTableData.bin Variables in the Equation 000000000142_lightTableData.bin Variables not in the Equation 000000000143_lightTableData.bin Block 1: Method = Enter Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 1: Method = Enter Omnibus Tests of Model Coefficients 000000000151_lightTableData.bin Model Summary 000000000152_lightTableData.bin Classification Table 000000000153_lightTableData.bin Variables in the Equation 000000000154_lightTableData.bin

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Output Log <head><style type="text/css">p{color:0;font-family:Monospaced;font-size:14pt;font-style:normal;font-weight:normal;text-decoration:none}</style></head><BR>LOGISTIC REGRESSION VARIABLES DummyDisease /METHOD=FSTEP(WALD) DummyGender age education cigsPerDay BPMeds prevalentStroke prevalentHyp diabetes totChol sysBP diaBP BMI glucose /CRITERIA=PIN(.05) POUT(.10) ITERATE(20) CUT(.5).

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Output Logistic Regression Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Logistic Regression Notes 00000000031_lightNotesData.bin Case Processing Summary 00000000032_lightTableData.bin Dependent Variable Encoding 00000000033_lightTableData.bin Block 0: Beginning Block Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 0: Beginning Block Classification Table 000000000341_lightTableData.bin Variables in the Equation 000000000342_lightTableData.bin Variables not in the Equation 000000000343_lightTableData.bin Block 1: Method = Forward Stepwise (Wald) Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 1: Method = Forward Stepwise (Wald) Omnibus Tests of Model Coefficients 000000000351_lightTableData.bin Model Summary 000000000352_lightTableData.bin Classification Table 000000000353_lightTableData.bin Variables in the Equation 000000000354_lightTableData.bin Variables not in the Equation 000000000355_lightTableData.bin

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Output Log <head><style type="text/css">p{color:0;font-family:Monospaced;font-size:14pt;font-style:normal;font-weight:normal;text-decoration:none}</style></head><BR>LOGISTIC REGRESSION VARIABLES DummyDisease /METHOD=FSTEP(WALD) DummyGender age education currentSmoker cigsPerDay BPMeds prevalentStroke prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose /CRITERIA=PIN(.05) POUT(.10) ITERATE(20) CUT(.5).

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Output Logistic Regression Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Logistic Regression Notes 00000000051_lightNotesData.bin Case Processing Summary 00000000052_lightTableData.bin Dependent Variable Encoding 00000000053_lightTableData.bin Block 0: Beginning Block Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 0: Beginning Block Classification Table 000000000541_lightTableData.bin Variables in the Equation 000000000542_lightTableData.bin Variables not in the Equation 000000000543_lightTableData.bin Block 1: Method = Forward Stepwise (Wald) Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 1: Method = Forward Stepwise (Wald) Omnibus Tests of Model Coefficients 000000000551_lightTableData.bin Model Summary 000000000552_lightTableData.bin Classification Table 000000000553_lightTableData.bin Variables in the Equation 000000000554_lightTableData.bin Variables not in the Equation 000000000555_lightTableData.bin

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Output Log <head><style type="text/css">p{color:0;font-family:Monospaced;font-size:14pt;font-style:normal;font-weight:normal;text-decoration:none}</style></head><BR>LOGISTIC REGRESSION VARIABLES DummyDisease /METHOD=FSTEP(WALD) DummyGender age education currentSmoker cigsPerDay BPMeds prevalentStroke prevalentHyp diabetes totChol sysBP diaBP BMI heartRate glucose /CRITERIA=PIN(.05) POUT(.10) ITERATE(20) CUT(.5).

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Output Logistic Regression Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Logistic Regression Notes 00000000071_lightNotesData.bin Case Processing Summary 00000000072_lightTableData.bin Dependent Variable Encoding 00000000073_lightTableData.bin Block 0: Beginning Block Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 0: Beginning Block Classification Table 000000000741_lightTableData.bin Variables in the Equation 000000000742_lightTableData.bin Variables not in the Equation 000000000743_lightTableData.bin Block 1: Method = Forward Stepwise (Wald) Title <head><style type="text/css">p{color:0;font-family:SansSerif;font-size:18pt;font-style:normal;font-weight:bold;text-decoration:none}</style></head><BR>Block 1: Method = Forward Stepwise (Wald) Omnibus Tests of Model Coefficients 000000000751_lightTableData.bin Model Summary 000000000752_lightTableData.bin Classification Table 000000000753_lightTableData.bin Variables in the Equation 000000000754_lightTableData.bin Variables not in the Equation 000000000755_lightTableData.bin

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