Do a principal component analysis of the sample data m = 1, 5, 7, 9, 4, 11, 13, 5, 4 and i = 4, 11, 12, 24, 7, 22, 29, 12, 7, where m represents the number of murders in a city for a given year and i represents the number of ice cream cones (in thousands) sold in that city for that same year. show work as appropriate (but feel free to use software to run the computations for you). if you use technology, share, interpret, and explain the output.

Insurance companies have internal controls in place to protect assets, monitor the accuracy of accounting records and encourage operational efficiencies and adherence to policies. these internal controls are generally of two types: administrative controls and accounting controls. administrative controls are the policies and procedures that guide the daily actions of employees. accounting controls are the policies and procedures that delineate authorizations of financial transactions that are done, safeguard assets, and provide reports on the company’s financial status in a reliable and timely manner. internal controls should include both preventative and detective controls. the purpose of preventative controls is to stop problems and errors before they occur. detective controls identify problems after they have occurred. preventative controls are usually more effective at reducing problems, but they also tend to be more expensive. internal controls must be flexible to adjust for changes in laws and regulations in addition to adding new products or modifying current ones. companies must also do regular analyses to ensure that the benefits of implementing the controls are worth their costs. when concerned about paying unwarranted insurance claims which type of control would be useful?