\contentsline {chapter}{\numberline {1}Probability Density and Cumulative Distribution Functions}{2}{chapter.1}% \contentsline {paragraph}{a)}{3}{section*.2}% \contentsline {paragraph}{b)}{3}{section*.3}% \contentsline {paragraph}{c)}{3}{section*.4}% \contentsline {section}{\numberline {1.1}Continuous Probability Distributions}{3}{section.1.1}% \contentsline {paragraph}{a)}{4}{section*.5}% \contentsline {paragraph}{b)}{5}{section*.6}% \contentsline {chapter}{\numberline {2}Expected Value}{7}{chapter.2}% \contentsline {subsubsection}{Example}{8}{section*.7}% \contentsline {subsubsection}{Properties of Expectations}{8}{section*.8}% \contentsline {subsubsection}{Example}{8}{section*.9}% \contentsline {subsubsection}{Variance of a Random Variable}{8}{section*.10}% \contentsline {subsubsection}{Definition}{8}{section*.11}% \contentsline {subsubsection}{Example}{9}{section*.12}% \contentsline {subsubsection}{Example}{9}{section*.13}% \contentsline {subsubsection}{Theorem}{9}{section*.14}% \contentsline {subsubsection}{Example}{9}{section*.15}% \contentsline {subsection}{\numberline {2.0.1}The Exponential Distribution}{10}{subsection.2.0.1}% \contentsline {paragraph}{Application}{10}{section*.16}% \contentsline {subsubsection}{Example}{10}{section*.17}% \contentsline {subsection}{\numberline {2.0.2}The Normal Distribution}{11}{subsection.2.0.2}% \contentsline {subsubsection}{Definition}{11}{section*.18}% \contentsline {subsubsection}{Example}{11}{section*.19}% \contentsline {subsubsection}{Example}{12}{section*.20}% \contentsline {chapter}{\numberline {3}Hypothesis Testing}{13}{chapter.3}% \contentsline {subsection}{\numberline {3.0.1}Confidence Interval for the Difference of Two Means}{13}{subsection.3.0.1}% \contentsline {subsection}{\numberline {3.0.2}Paired t-test}{14}{subsection.3.0.2}% \contentsline {section}{\numberline {3.1}Analysis of Variance}{16}{section.3.1}% \contentsline {subsection}{\numberline {3.1.1}Tests of Hypotheses}{17}{subsection.3.1.1}% \contentsline {section}{\numberline {3.2}Non-Parametric Testing}{18}{section.3.2}% \contentsline {subsection}{\numberline {3.2.1}The Signed Rank Test}{18}{subsection.3.2.1}% \contentsfinish