To build on fny's answer, there is one school of statistics (Bayesian statistics) where there basically is a "right" way to do analysis for any problem, provided you make the necessary assumptions (likelihood and prior) correctly. However, the most common statistical concepts (e.g. p-values or confidence intervals) are not in the Bayesian school