This relevant readable text takes an applied approach to introducing upper level undergraduate and beginning graduate biology students to statistical analysis It presents commonly used experimental designs and associated parametric and nonparametric statistical tests states the conditions under which each test is appropriate gives the common assumptions on which statistical tests are based and discusses the rationale of statistical hypothesis testing