\documentclass[12pt]{book} \input{../../header} \renewcommand{\exercisesolutions}{here} % 0: here, 1: chapter, 2: end \lstset{inputpath=../code} \graphicspath{{figures/}} \typein[\pagenumber]{Number of first page} \typein[\chapternumber]{Chapter number} \setcounter{page}{\pagenumber} \setcounter{chapter}{\chapternumber} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \begin{document} \include{likelihood} \section{TODO} \begin{itemize} \item Fitting psychometric functions: Variable $x_i$, responses $r_i$ either 0 or 1. $p(x_i, \theta)$ is Weibull or Boltzmann function. Likelihood is $L = \prod p(x_i, \theta)^{r_i} (1-p(x_i, \theta))^{1-r_i}$. Use fminsearch for fitting. \item GLM model fitting? \end{itemize} \end{document}