\documentclass[10pt,a4paper]{article} % Packages \usepackage{fancyhdr} % For header and footer \usepackage{multicol} % Allows multicols in tables \usepackage{tabularx} % Intelligent column widths \usepackage{tabulary} % Used in header and footer \usepackage{hhline} % Border under tables \usepackage{graphicx} % For images \usepackage{xcolor} % For hex colours %\usepackage[utf8x]{inputenc} % For unicode character support \usepackage[T1]{fontenc} % Without this we get weird character replacements \usepackage{colortbl} % For coloured tables \usepackage{setspace} % For line height \usepackage{lastpage} % Needed for total page number \usepackage{seqsplit} % Splits long words. %\usepackage{opensans} % Can't make this work so far. Shame. Would be lovely. \usepackage[normalem]{ulem} % For underlining links % Most of the following are not required for the majority % of cheat sheets but are needed for some symbol support. \usepackage{amsmath} % Symbols \usepackage{MnSymbol} % Symbols \usepackage{wasysym} % Symbols %\usepackage[english,german,french,spanish,italian]{babel} % Languages % Document Info \author{nmnpandey} \pdfinfo{ /Title (hypothesis-testing-in-r.pdf) /Creator (Cheatography) /Author (nmnpandey) /Subject (Hypothesis Testing in R Cheat Sheet) } % Lengths and widths \addtolength{\textwidth}{6cm} \addtolength{\textheight}{-1cm} \addtolength{\hoffset}{-3cm} \addtolength{\voffset}{-2cm} \setlength{\tabcolsep}{0.2cm} % Space between columns \setlength{\headsep}{-12pt} % Reduce space between header and content \setlength{\headheight}{85pt} % If less, LaTeX automatically increases it \renewcommand{\footrulewidth}{0pt} % Remove footer line \renewcommand{\headrulewidth}{0pt} % Remove header line \renewcommand{\seqinsert}{\ifmmode\allowbreak\else\-\fi} % Hyphens in seqsplit % This two commands together give roughly % the right line height in the tables \renewcommand{\arraystretch}{1.3} \onehalfspacing % Commands \newcommand{\SetRowColor}[1]{\noalign{\gdef\RowColorName{#1}}\rowcolor{\RowColorName}} % Shortcut for row colour \newcommand{\mymulticolumn}[3]{\multicolumn{#1}{>{\columncolor{\RowColorName}}#2}{#3}} % For coloured multi-cols \newcolumntype{x}[1]{>{\raggedright}p{#1}} % New column types for ragged-right paragraph columns \newcommand{\tn}{\tabularnewline} % Required as custom column type in use % Font and Colours \definecolor{HeadBackground}{HTML}{333333} \definecolor{FootBackground}{HTML}{666666} \definecolor{TextColor}{HTML}{333333} \definecolor{DarkBackground}{HTML}{A3A3A3} \definecolor{LightBackground}{HTML}{F3F3F3} \renewcommand{\familydefault}{\sfdefault} \color{TextColor} % Header and Footer \pagestyle{fancy} \fancyhead{} % Set header to blank \fancyfoot{} % Set footer to blank \fancyhead[L]{ \noindent \begin{multicols}{3} \begin{tabulary}{5.8cm}{C} \SetRowColor{DarkBackground} \vspace{-7pt} {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}} } \end{tabulary} \columnbreak \begin{tabulary}{11cm}{L} \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{Hypothesis Testing in R Cheat Sheet}}}} \\ \normalsize{by \textcolor{DarkBackground}{nmnpandey} via \textcolor{DarkBackground}{\uline{cheatography.com/170426/cs/35835/}}} \end{tabulary} \end{multicols}} \fancyfoot[L]{ \footnotesize \noindent \begin{multicols}{3} \begin{tabulary}{5.8cm}{LL} \SetRowColor{FootBackground} \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}} \\ \vspace{-2pt}nmnpandey \\ \uline{cheatography.com/nmnpandey} \\ \end{tabulary} \vfill \columnbreak \begin{tabulary}{5.8cm}{L} \SetRowColor{FootBackground} \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}} \\ \vspace{-2pt}Not Yet Published.\\ Updated 2nd December, 2022.\\ Page {\thepage} of \pageref{LastPage}. \end{tabulary} \vfill \columnbreak \begin{tabulary}{5.8cm}{L} \SetRowColor{FootBackground} \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Sponsor}} \\ \SetRowColor{white} \vspace{-5pt} %\includegraphics[width=48px,height=48px]{dave.jpeg} Measure your website readability!\\ www.readability-score.com \end{tabulary} \end{multicols}} \begin{document} \raggedright \raggedcolumns % Set font size to small. Switch to any value % from this page to resize cheat sheet text: % www.emerson.emory.edu/services/latex/latex_169.html \footnotesize % Small font. \begin{tabularx}{17.67cm}{x{6.3899 cm} x{10.8801 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{17.67cm}}{\bf\textcolor{white}{Formulate the Hypothesis}} \tn % Row 0 \SetRowColor{LightBackground} Null Hypothesis H0 & hypothesis that is being tested (and trying to be disproved) \tn % Row Count 3 (+ 3) % Row 1 \SetRowColor{white} Alternate Hypothesis H1 & represents the alternative value \tn % Row Count 5 (+ 2) \hhline{>{\arrayrulecolor{DarkBackground}}--} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{17.67cm}{x{4.4469 cm} x{3.1293 cm} x{4.4469 cm} x{4.4469 cm} } \SetRowColor{DarkBackground} \mymulticolumn{4}{x{17.67cm}}{\bf\textcolor{white}{Hypothesis Testing for Mean of 1-Sample}} \tn % Row 0 \SetRowColor{LightBackground} one sample t-test (μ0 (given) is \seqsplit{population} mean; μ is computed sample mean) & H0 : μ = μ0, H1 : μ != μ0 & \seqsplit{t.test(sample\_vector} , \seqsplit{mu=population\_mean}, \seqsplit{alternative="two}.sided") & Compare p-value with 𝞪 to check if H0 is rejected or not; Check \seqsplit{test-statistic} z if H0 is true; \tn % Row Count 10 (+ 10) % Row 1 \SetRowColor{white} test for \seqsplit{proportion} (p (given) is \seqsplit{population} mean; μ is computed sample mean) & H0 : μ = p, H1 : μ != p & \seqsplit{prop.test(true\_proportion}, \seqsplit{n\_proportion}, \seqsplit{p=population\_mean}, \seqsplit{alternative} = "less") & Compare p-value with 𝞪 to check if H0 is rejected or not; Check \seqsplit{test-statistic} z if H0 is true; \tn % Row Count 20 (+ 10) \hhline{>{\arrayrulecolor{DarkBackground}}----} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{17.67cm}{x{3.1293 cm} x{5.7645 cm} x{1.9764 cm} x{5.5998 cm} } \SetRowColor{DarkBackground} \mymulticolumn{4}{x{17.67cm}}{\bf\textcolor{white}{Test for Normality}} \tn % Row 0 \SetRowColor{LightBackground} \seqsplit{Quantile} \seqsplit{Quantile} Plot & & \seqsplit{qqPlot(vector)} & Check curve of qqplot \tn % Row Count 4 (+ 4) % Row 1 \SetRowColor{white} \seqsplit{Shapiro-Wilks} test & H0 : x = N(μ,σ) and H1 : x != N(μ,σ) & \seqsplit{shapiro}.test & Check p-value obtained from the test is \textless{} 0.05 then we reject H0 and assume the data is not normally distributed. \tn % Row Count 13 (+ 9) \hhline{>{\arrayrulecolor{DarkBackground}}----} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{17.67cm}{x{2.3058 cm} x{5.2704 cm} x{3.4587 cm} x{5.4351 cm} } \SetRowColor{DarkBackground} \mymulticolumn{4}{x{17.67cm}}{\bf\textcolor{white}{Comparing Variances}} \tn % Row 0 \SetRowColor{LightBackground} \seqsplit{Fisher's} F test & H0: the variances are the same; H1: they are different & \seqsplit{var.test(vectorA}, \seqsplit{vectorB)} & Check p-value; Check ratio if H0 is true. \tn % Row Count 5 (+ 5) \hhline{>{\arrayrulecolor{DarkBackground}}----} \end{tabularx} \par\addvspace{1.3em} \end{document}