 The relation between statistics and probability theory developed rather late, however.In the 19th century, statistics increasingly used probability theory, whose initial results were found in the 17th and 18th centuries, particularly in the analysis of games of chance (gambling).By 1800, astronomy used probability models and statistical theories, particularly the method of least squares.