In statistics, the statement that any difference between groups or variables is due to chance. Statistical analysis is then used to determine if the null hypothesis can be disproved. For example, a marketing research department posits that sales are the same regardless of whether a particular product is placed on the top shelf or bottom shelf of a display. A sample of sales data is then used to determine if the probability of incorrectly stating that the shelf chosen for the display is important.