Estimating Linear and Nonlinear Models

**Common Nonlinear Estimation Models**

Common Nonlinear Regression Models

Intrinsically Linear Regression Models

Intrinsically Nonlinear Regression Models

Models for Binary Responses: Probit & Logit

General Logistic Regression Model

Drug Responsiveness and Half-Maximal Response

Discontinuous Regression Models

**Nonlinear Estimation Procedures**

Nonlinear Estimation Procedures

Maximum Likelihood and Probit/Logit Models

Function Minimization Algorithms

**Evaluating the Fit of the Model**

Evaluating the Fit of the Model

Proportion of Variance Explained

Plot of Observed vs. Predicted Values