Logistic Regression

Logistic Regression Statistics

  • Aabel uses the Maximum Likelihood procedure to solve the logistic regression problem.
  • The dependent variable can be a column of string, nominal, or continuous data; Aabel will on the fly transform the data into binary scale while performing the analysis.
The Analysis Output
  • Logistic regression analysis model summary
  • Regression coefficients and significance probability

Logistic regression analysis model summary

Regression coefficients and significance probability

Logistic Regression Model Summary and Coefficients From Analysis of a Published Dataset*

Exploratory Outlier Analysis Chart

Exploratory Outlier Analysis Chart

* Source of data: Pine, R.W. Wertz, M.J., Lennard, E.S., Dellinger, E.P., Carrico, C.J., and Minshew, H. [1983]. Determinants of organ malfunction or death in patients with intra-abdominal sepsis. Archives of Surgery, 118: 242-249. The American Medical Association.