41. Default probabilities may be estimated from a historical data base of actual defaults using modern techniques like logistic regression . 42. The expected number ( from the logistic model ) can be calculated using the equation from the logistic regression . 43. In the case of logistic regression , the link function is the log of the odds ratio or logistic function. 44. GPs have numerous application, such as components sizing in IC design and parameter estimation via logistic regression in statistics. 45. Social science looks at these kinds of questions its own way, with standard deviations, correlation coefficients and logistic regressions . 46. Logistic regression models provide an estimate of the probability of an outcome, usually designated as a " success ".47. A generalisation of the logistic function to multiple inputs is the softmax activation function, used in multinomial logistic regression . 48. In particular the key differences of these two models can be seen in the following two features of logistic regression . 49. Logistic regression models created by Schrodt were also successfully incorporated into the predictive algorithms used by Lockheed Martin for ICEWS.50. Logistic regression can be seen as a special case of the generalized linear model and thus analogous to linear regression.
