Note that raw, Pearson, and deviance residuals are equal in this example. This is a characteristic of the normal distribution and is not true in general for other distributions.

In a logistic regression model, the coefficients (represented by β in the equation) represent the log odds of the outcome variable being ... or more commonly using statistical software. In our example ...

Nonlinear regression uses logarithmic functions ... nonlinear regression relates the variables using a curve. One example of how nonlinear regression can be used is to predict population growth ...

For example, with a background exposure that contributes only 1% of the initial serum concentration, the log linear regression estimate from two serum samples will overestimate the half-life by ...