https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-1

Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p
https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-1

cooks-distance correlation-analysis influence-plot leverage-score multi-linear-regression ols ols-regression-model p-value pairplot python r-square-values regression-plot scatter-plot statsmodels

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Multiple-Linear-Regression-1. Consider only the below columns and prepare a prediction model for predicting Price of Toyota Corolla.p

• Host: GitHub
• URL: https://github.com/shwetapardhi/assignment-05-multiple-linear-regression-1
• Owner: shwetapardhi
• Created: 2024-05-06T00:14:11.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-05-06T00:17:52.000Z (6 months ago)
• Last Synced: 2024-05-06T01:28:26.765Z (6 months ago)
• Topics: cooks-distance, correlation-analysis, influence-plot, leverage-score, multi-linear-regression, ols, ols-regression-model, p-value, pairplot, python, r-square-values, regression-plot, scatter-plot, statsmodels
• Language: Jupyter Notebook
• Homepage:
• Size: 2.31 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# Assignment-05-Multiple-Linear-Regression-1

Consider only the below columns and prepare a prediction model for predicting Price.

Corolla<-Corolla[c("Price","Age_08_04","KM","HP","cc","Doors","Gears","Quarterly_Tax","Weight")]

Model -- model of the car

Price -- Offer Price in EUROs

Age_08_04 -- Age in months as in August 2004

Mfg_Month -- Manufacturing month (1-12)

Mfg_Year -- Manufacturing Year

KM -- Accumulated Kilometers on odometer

Fuel_Type -- Fuel Type (Petrol, Diesel, CNG)

HP -- Horse Power

Met_Color -- Metallic Color? (Yes=1, No=0)

Color -- Color (Blue, Red, Grey, Silver, Black, etc.)

Automatic -- Automatic ( (Yes=1, No=0)

cc -- Cylinder Volume in cubic centimeters

Doors -- Number of doors

Cylinders -- Number of cylinders

Gears -- Number of gear positions

Quarterly_Tax -- Quarterly road tax in EUROs

Weight -- Weight in Kilograms

Mfr_Guarantee -- Within Manufacturer's Guarantee period (Yes=1, No=0)

BOVAG_Guarantee -- BOVAG (Dutch dealer network) Guarantee (Yes=1, No=0)

Guarantee_Period -- Guarantee period in months

ABS -- Anti-Lock Brake System (Yes=1, No=0)

Airbag_1 -- Driver_Airbag (Yes=1, No=0)

Airbag_2 -- Passenger Airbag (Yes=1, No=0)

Airco -- Airconditioning (Yes=1, No=0)

Automatic_airco -- Automatic Airconditioning (Yes=1, No=0)

Boardcomputer -- Boardcomputer (Yes=1, No=0)

CD_Player -- CD Player (Yes=1, No=0)

Central_Lock -- Central Lock (Yes=1, No=0)

Powered_Windows -- Powered Windows (Yes=1, No=0)

Power_Steering -- Power Steering (Yes=1, No=0)

Radio -- Radio (Yes=1, No=0)

Mistlamps -- Mistlamps (Yes=1, No=0)

Sport_Model -- Sport Model (Yes=1, No=0)

Backseat_Divider -- Backseat Divider (Yes=1, No=0)

Metallic_Rim --Metallic Rim (Yes=1, No=0)

Radio_cassette -- Radio Cassette (Yes=1, No=0)

Tow_Bar -- Tow Bar (Yes=1, No=0)