How to sample | Improving sampling speed

requirements for RTMB functions | if transitioning from TMB | more general points

The AD Tape | MakeADFun vs MakeTape | Creating our first tape | Evaluating derivatives | The operator graph | Reusing tapes | Atomic functions | Tape simplification | Sparse Jacobians | Tape configuration | Atomic matrix multiply | Vectorized operations | Nested tapes | Laplace approximation | Newton solver | Saddle point approximation | Complex numbers and AD

Introduction | Random regression | Loading the package | Getting the data | Defining a model | Implementing the model in RTMB | Fitting the model | Calculating model output | Simulating from the model object | Checking correctness of the implementation using simulation | Goodness-of-fit using quantile residuals | Debugging | Probabilistic syntax | Using an explicit data argument | Model predictions | Prediction task 1 | Prediction task 2