%\VignetteIndexEntry{Dichotomous key for Type I, II, and III SS} \documentclass{article} \usepackage{amssymb} \usepackage{amsmath} \usepackage{soul} \begin{document} \title{Type I Sums of Squares dichotomous key} \author{Ken Aho} \maketitle \begin{itemize} \item [\large{\textbf{1a}}] \ul{\textbf{More than one predictor, and predictors are quantitative, i.e., multiple regression, or predictors are both quantitative and categorical, i.e., ANCOVA}}\dotfill \newline Don't use type I SS. Use type II or III SS, e.g., \texttt{car::Anova}, or use $t$-tests to evaluate quantitative predictors using \texttt{lm()}. \item [\large{\textbf{1b}}] \ul{\textbf{All predictors are categorical, i.e., ANOVA framework.}}\dotfill \textbf{2} \begin{itemize} \item [\large{\textbf{2a}}] \ul{\textbf{One factor, i.e., one-way ANOVA.}}\dotfill \linebreak Type I SS OK, i.e., type I = type II = type III SS. \item [\large{\textbf{2b}}] \ul{\textbf{More than one factor, i.e., multi-way ANOVA.}}\dotfill \textbf{3}\\ \vspace{-0.1in} \begin{itemize} \item [\large{\textbf{3a}}] \ul{\textbf{Balanced design}}\dotfill \linebreak Type I SS OK, i.e., type I = type II = type III SS. \item [\large{\textbf{3a}}] \ul{\textbf{Design \textit{not} balanced}} \dotfill \linebreak Don't use Type I SS. Use type II or type III SS, e.g., \texttt{car::Anova}. \end{itemize} \end{itemize} \end{itemize} \end{document}