#LyX 1.3 created this file. For more info see http://www.lyx.org/ \lyxformat 221 \textclass amsart \begin_preamble \usepackage{ragged2e} \RaggedRight \setlength{\parindent}{1 em} \end_preamble \language english \inputencoding auto \fontscheme times \graphics default \paperfontsize 12 \spacing single \papersize Default \paperpackage a4 \use_geometry 1 \use_amsmath 0 \use_natbib 0 \use_numerical_citations 0 \paperorientation portrait \leftmargin 1in \topmargin 1in \rightmargin 1in \bottommargin 1in \secnumdepth 3 \tocdepth 3 \paragraph_separation indent \defskip medskip \quotes_language english \quotes_times 2 \papercolumns 1 \papersides 2 \paperpagestyle default \layout Standard Paul Johnson \layout Standard 2003-08-28 \layout Standard \added_space_top bigskip The Iron Laws of Crosstabs. (I inherited this from Gerhard Lowenberg, U Iowa). \layout Theorem The best possible crosstab has these properties. \layout Theorem 1. The independent variable is on the top (as a consequence, the dependent variable is on the side). \layout Theorem 2. Column percentages are calculated \layout Theorem 3. Determine the impact of the independent variable by comparing across! \layout Standard \added_space_top medskip \added_space_bottom bigskip Here is what I mean: \layout Standard \begin_inset Tabular \begin_inset Text \layout Standard Column Percentages \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard RESPONDENT \end_inset \begin_inset Text \layout Standard SEX \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard The Man Show is \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard male \end_inset \begin_inset Text \layout Standard female \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard really horrible \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 25% \end_inset \begin_inset Text \layout Standard 80% \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard OK \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 50% \end_inset \begin_inset Text \layout Standard 18% \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard really great \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 25% \end_inset \begin_inset Text \layout Standard 2% \end_inset \begin_inset Text \layout Standard \end_inset \end_inset \layout Standard \added_space_top bigskip \added_space_bottom bigskip It does not hurt, and usually helps, if you add Marginal Values Like so \layout Standard \begin_inset Tabular \begin_inset Text \layout Standard Column Percentages \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard RESPONDENT \end_inset \begin_inset Text \layout Standard RESPONDENT \end_inset \begin_inset Text \layout Standard Total % \end_inset \begin_inset Text \layout Standard The Man Show is \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard male \end_inset \begin_inset Text \layout Standard female \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard really horrible \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 25% \end_inset \begin_inset Text \layout Standard 80% \end_inset \begin_inset Text \layout Standard 50.6% \end_inset \begin_inset Text \layout Standard OK \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 50% \end_inset \begin_inset Text \layout Standard 18% \end_inset \begin_inset Text \layout Standard 38.0% \end_inset \begin_inset Text \layout Standard really great \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 25% \end_inset \begin_inset Text \layout Standard 2% \end_inset \begin_inset Text \layout Standard 11.4 \end_inset \begin_inset Text \layout Standard Total N \end_inset \begin_inset Text \layout Standard \end_inset \begin_inset Text \layout Standard 1000 \end_inset \begin_inset Text \layout Standard 600 \end_inset \begin_inset Text \layout Standard 1600 \end_inset \end_inset \the_end