Question
Please answer the following in RStudio Perform a simple linear regression with prestige score and years of education, and briefly summarize your conclusions (no need
Please answer the following in RStudio
Perform a simple linear regression with prestige score and years of education, and briefly summarize your conclusions (no need to do the 5-step procedure here).Generate a residual plot.Assess whether the model assumptions are met.Are there any outliers or influence points?If so, identify them by ID and comment on the effect of each on the regression.
Occupational TitleEducation Level (years)Income ($)Percent of Workforce that are WomenPrestige Score
GOV_ADMINISTRATORS13.111235111.1668.8
GENERAL_MANAGERS12.26258794.0269.1
ACCOUNTANTS12.77927115.763.4
PURCHASING_OFFICERS11.4288659.1156.8
CHEMISTS14.62840311.6873.5
PHYSICISTS15.64110305.1377.6
BIOLOGISTS15.09825825.6572.6
ARCHITECTS15.44141632.6978.1
CIVIL_ENGINEERS14.52113771.0373.1
MINING_ENGINEERS14.64110230.9468.8
SURVEYORS12.3959021.9162
DRAUGHTSMEN12.370597.8360
COMPUTER_PROGRAMERS13.83842515.3353.8
ECONOMISTS14.44804957.3162.2
PSYCHOLOGISTS14.36740548.2874.9
SOCIAL_WORKERS14.21633654.7755.1
LAWYERS15.77192635.1382.3
LIBRARIANS14.15611277.158.1
VOCATIONAL_COUNSELLORS15.22959334.8958.3
MINISTERS14.546864.1472.8
UNIVERSITY_TEACHERS15.971248019.5984.6
PRIMARY_SCHOOL_TEACHERS13.62564883.7859.6
SECONDARY_SCHOOL_TEACHERS15.08803446.866.1
PHYSICIANS15.962530810.5687.2
VETERINARIANS15.94145584.3266.7
OSTEOPATHS_CHIROPRACTORS14.71174986.9168.4
NURSES12.46461496.1264.7
NURSING_AIDES9.45348576.1434.9
PHYSIO_THERAPSTS13.62509282.6672.1
PHARMACISTS15.211043224.7169.3
MEDICAL_TECHNICIANS12.79518076.0467.5
COMMERCIAL_ARTISTS11.09619721.0357.2
RADIO_TV_ANNOUNCERS12.71756211.1557.6
ATHLETES11.4482068.1354.1
SECRETARIES11.59403697.5146
TYPISTS11.49314895.9741.9
BOOKKEEPERS11.32434868.2449.4
TELLERS_CASHIERS10.64244891.7642.3
COMPUTER_OPERATORS11.36433075.9247.7
SHIPPING_CLERKS9.17476111.3730.9
FILE_CLERKS12.09301683.1932.7
RECEPTIONSTS11.04290192.8638.7
MAIL_CARRIERS9.2255117.6236.1
POSTAL_CLERKS10.07373952.2737.2
TELEPHONE_OPERATORS10.51316196.1438.1
COLLECTORS11.2474147.0629.4
CLAIM_ADJUSTORS11.13505256.151.1
TRAVEL_CLERKS11.43625939.1735.7
OFFICE_CLERKS11407563.2335.6
SALES_SUPERVISORS9.84748217.0441.5
COMMERCIAL_TRAVELLERS11.1387803.1640.2
SALES_CLERKS10.05259467.8226.5
NEWSBOYS9.62918714.8
SERVICE_STATION_ATTENDANT9.9323703.6923.3
INSURANCE__AGENTS11.6813113.0947.3
REAL_ESTATE_SALESMEN11.09699224.4447.1
BUYERS11.03795623.8851.1
FIREFIGHTERS9.478895043.5
POLICEMEN10.9388911.6551.6
COOKS7.7431165229.7
BARTENDERS8.5393015.5120.2
FUNERAL_DIRECTORS10.5778696.0154.9
BABYSITTERS9.4661196.5325.9
LAUNDERERS7.33300069.3120.8
JANITORS7.11347233.5717.3
ELEVATOR_OPERATORS7.58358230.0820.1
FARMERS6.8436433.644.1
FARM_WORKERS8.6165627.7521.5
ROTARY_WELL_DRILLERS8.886860035.3
BAKERS7.54419933.338.9
SLAUGHTERERS_17.64513417.2625.2
SLAUGHTERERS_27.64513417.2634.8
CANNERS7.42189072.2423.2
TEXTILE_WEAVERS6.69444331.3633.3
TEXTILE_LABOURERS6.74348539.4828.8
TOOL_DIE_MAKERS10.0980431.542.5
MACHINISTS8.8166864.2844.2
SHEET_METAL_WORKERS8.465652.335.9
WELDERS7.9264775.1741.8
AUTO_WORKERS8.43581113.6235.9
AIRCRAFT_WORKERS8.7865735.7843.7
ELECTRONIC_WORKERS8.76394274.5450.8
RADIO_TV_REPAIRMEN10.2954492.9237.2
SEWING_MACH_OPERATORS6.38284790.6728.2
AUTO_REPAIRMEN8.157950.8138.1
AIRCRAFT_REPAIRMEN10.177160.7850.3
RAILWAY_SECTIONMEN6.674696027.3
ELECTRICAL_LINEMEN9.0583161.3440.9
ELECTRICIANS9.9371470.9950.2
CONSTRUCTION_FOREMEN8.2488800.6551.1
CARPENTERS6.9252990.5638.9
MASONS6.659590.5236.2
HOUSE_PAINTERS7.8145492.4629.9
PLUMBERS8.3369280.6142.9
CONSTRUCTION_LABOURERS7.5239101.0926.5
PILOTS12.27140320.5866.1
TRAIN_ENGINEERS8.498845048.9
BUS_DRIVERS7.5855629.4735.9
TAXI_DRIVERS7.9342243.5925.1
LONGSHOREMEN8.374753026.1
TYPESETTERS10646213.5842.2
BOOKBINDERS8.55361770.8735.2
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