The main objective of this study is estimating the underground economic indicators with emphasis on moral and economic crimes, using multiple indicators, multiple-causes (MlMIC) and maximum likelihood approaches during 1984-2012. The results of the research show that alongside increase in hidden moral crimes, underground economics amount will increase in the size. In addition, rises in administration corruption, divorce, illiteracy, Index of economic openness, size of government and per capita income are among the most important factors for increasing size of the underground economy. This study shows that improving social security is the most important factor for reducing underground economy and hidden crimes. Corruption is the most effective variable for increasing hidden crimes, and illiteracy is the most effective variable on increasing underground economy. In addition, increasing hidden crimes will result in increasing murder, theft and harassment, and as the underground economy size gets bigger, it will result in increasing consumption of alcohol, liquidity, and energy consumption. Other findings of the research show that the least and the most growth in hidden crimes occured in 1988 and 2009, respectively while the least and the most underground economic growth happened in years of 1987 and 2006, in order.