An agent for a residential real estate company has the businessobjective of developing more accurate estimates of the monthlyrental cost for apartments. Toward that goal, the agent would liketo use the size of an apartment, as defined by square footage, topredict the monthly rental cost. The agent selects a sample 48one-bedroom apartments and collects and stores a data in datasetRentSilverSpring (can be found in both editions of datasets on theBlackboard). 7. At the 0.05 level of significance, is there anevidence of a linear relationship between the size of the apartmentand the monthly rent? 8. Construct a 95% confidence intervalestimate of the population slope. 9. Construct a 95% confidenceinterval estimate of the mean monthly rental for all onebedroomapartments that have 800 square feet in size. 10. Construct a 95%prediction interval of the monthly rental for an individualone-bedroom apartment that is 800 square feet in size

Size (Square feet)	Rent ($)
524	1110
616	1175
666	1190
830	1410
450	1210
550	1225
780	1480
815	1490
1070	1495
610	1680
835	1810
660	1625
590	1469
675	1395
744	1150
820	1140
912	1220
628	1434
645	1519
840	1105
800	1130
804	1250
950	1449
800	1168
787	1224
960	1391
750	1145
690	1093
840	1353
850	1530
965	1650
1060	1740
665	1235
775	1550
960	1545
827	1583
655	1575
535	1310
625	1195
749	1200
634	1185
641	1444
860	1385
740	1275
593	1050
880	1650
895	1340
692	1560