Discuss whether there is a significant relationship between participants’ crime rate before treatment and tendency to have antisocial personality?

The data set provided for the final paper was collected from 75 criminals who have committed crime more than once. These criminals participated an experiment, which investigated the success of various treatments methods to decrease crime rates. In the beginning of the study participants were questioned about their family history of committing crime (percent of people in the family who committed crime) and they also completed a reliable and valid scale measuring their tendency to have anti-social personality (from 0 to 67, 0 being the least tendency, 67 being the greatest tendency). After they completed the questionnaire, the researcher recorded the number of crimes committed in the last six months as ‘pre treatment crime rate’. Then participants randomly assigned to one of the three treatment groups, which were Jail, Public Service and Rehabilitation. For six months participants completed their treatment. At the end of the sixth months the participants were released. Six months after their release the researcher followed them up to record the number of crime they committed after they were released and coded it as ‘post treatment crime rate’.For your final paper please write a detailed report to answer the following questions:1. Is there a significant relationship between participants’ crime rate before treatment and tendency to have antisocial personality? 2. Please interpret the findings of the first question and discuss the importance of the result.3. Is there a significant difference between the treatment groups in terms of their first crime rate?4. Please discuss why to answer the third question is important for the study.5. Which of the treatment methods works better? To answer this question you need to consider the difference between post treatment crime rate because the larger difference between the groups demonstrate better success of the treatment. (Hint: To check one-by-one differences you need to run a post hoc analysis). Please decide which analysis is the appropriate one to answer the question and report your findings in APA format.6. Please provide a figure shows (bar chart) the mean of the pre- and post crime rate separately for each treatment group (Hint: In order to make the differences more apparent, you can modify the scale of the chart).7. Please discuss the findings of the fifth question. What the results mean? How and why are your findings important?8. How well can the percent family members who committed crime predict participants’ crime rate before the treatment?