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scientificComputing/likelihood/lecture/likelihood-chapter.tex

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\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, logistic regression:
Variable $x_i$, responses $r_i$ either 0 or 1.
$p(x_i, \theta)$ is Weibull or Boltzmann or logistic function.
Likelihood is $L = \prod p(x_i, \theta)^{r_i} (1-p(x_i, \theta))^{1-r_i}$.
Use fminsearch for fitting?
\end{itemize}
\end{document}