Results

Descriptive Statistics

Descriptive Statistics
  Death Event Time Age Creatine Phosphokinase Ejection Fraction Platelets Serum Creatinine Serum Sodium Anaemia Diabetes High Blood Pressure Sex Smoking
Valid 299 299 299 299 299 299 299 299 299 299 299 299 299
Median 0.000 115.000 60.000 250.000 38.000 262000.000 1.100 137.000 0.000 0.000 0.000 1.000 0.000
Mean 0.321 130.261 60.834 581.839 38.084 263358.029 1.394 136.625 0.431 0.418 0.351 0.649 0.321
Std. Deviation 0.468 77.614 11.895 970.288 11.835 97804.237 1.035 4.412 0.496 0.494 0.478 0.478 0.468
Coefficient of variation 1.457 0.596 0.196 1.668 0.311 0.371 0.742 0.032 1.150 1.182 1.362 0.737 1.457
Variance 0.219 6023.965 141.486 941458.571 140.063 9.566×10+9 1.070 19.470 0.246 0.244 0.229 0.229 0.219
Minimum 0.000 4.000 40.000 23.000 14.000 25100.000 0.500 113.000 0.000 0.000 0.000 0.000 0.000
Maximum 1.000 285.000 95.000 7861.000 80.000 850000.000 9.400 148.000 1.000 1.000 1.000 1.000 1.000
25th percentile 0.000 73.000 51.000 116.500 30.000 212500.000 0.900 134.000 0.000 0.000 0.000 0.000 0.000
50th percentile 0.000 115.000 60.000 250.000 38.000 262000.000 1.100 137.000 0.000 0.000 0.000 1.000 0.000
75th percentile 1.000 203.000 70.000 582.000 45.000 303500.000 1.400 140.000 1.000 1.000 1.000 1.000 1.000

Distribution Plots

Death Event

Time

Age

Creatine Phosphokinase

Ejection Fraction

Platelets

Serum Creatinine

Serum Sodium

Anaemia

Diabetes

High Blood Pressure

Sex

Smoking

Correlation plot

Scatter Plots

Death Event - Time

Death Event - Age

Death Event - Creatine Phosphokinase

Death Event - Ejection Fraction

Death Event - Platelets

Death Event - Serum Creatinine

Death Event - Serum Sodium

Death Event - Anaemia

Death Event - Diabetes

Death Event - High Blood Pressure

Death Event - Sex

Death Event - Smoking

Time - Age

Time - Creatine Phosphokinase

Time - Ejection Fraction

Time - Platelets

Time - Serum Creatinine

Time - Serum Sodium

Time - Anaemia

Time - Diabetes

Time - High Blood Pressure

Time - Sex

Time - Smoking

Age - Creatine Phosphokinase

Age - Ejection Fraction

Age - Platelets

Age - Serum Creatinine

Age - Serum Sodium

Age - Anaemia

Age - Diabetes

Age - High Blood Pressure

Age - Sex

Age - Smoking

Creatine Phosphokinase - Ejection Fraction

Creatine Phosphokinase - Platelets

Creatine Phosphokinase - Serum Creatinine

Creatine Phosphokinase - Serum Sodium

Creatine Phosphokinase - Anaemia

Creatine Phosphokinase - Diabetes

Creatine Phosphokinase - High Blood Pressure

Creatine Phosphokinase - Sex

Creatine Phosphokinase - Smoking

Ejection Fraction - Platelets

Ejection Fraction - Serum Creatinine

Ejection Fraction - Serum Sodium

Ejection Fraction - Anaemia

Ejection Fraction - Diabetes

Ejection Fraction - High Blood Pressure

Ejection Fraction - Sex

Ejection Fraction - Smoking

Platelets - Serum Creatinine

Platelets - Serum Sodium

Platelets - Anaemia

Platelets - Diabetes

Platelets - High Blood Pressure

Platelets - Sex

Platelets - Smoking

Serum Creatinine - Serum Sodium

Serum Creatinine - Anaemia

Serum Creatinine - Diabetes

Serum Creatinine - High Blood Pressure

Serum Creatinine - Sex

Serum Creatinine - Smoking

Serum Sodium - Anaemia

Serum Sodium - Diabetes

Serum Sodium - High Blood Pressure

Serum Sodium - Sex

Serum Sodium - Smoking

Anaemia - Diabetes

Anaemia - High Blood Pressure

Anaemia - Sex

Anaemia - Smoking

Diabetes - High Blood Pressure

Diabetes - Sex

Diabetes - Smoking

High Blood Pressure - Sex

High Blood Pressure - Smoking

Sex - Smoking