cooks-distance
There are 25 repositories under cooks-distance topic.
vaitybharati/Assignment-05-Multiple-Linear-Regression-2
Assignment-05-Multiple-Linear-Regression-2. Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in the past few years State -- states from which data is collected Profit -- profit of each state in the past few years.
Avinash793/regression-analysis-examples
Detailed implementation of various regression analysis models and concepts on real dataset.
vaitybharati/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.
vaitybharati/P27.-Supervised-ML---Multiple-Linear-Regression---Toyoto-Cars
Supervised-ML---Multiple-Linear-Regression---Toyota-Cars. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Leverage value, Improving the Model, Model - Re-build, Re-check and Re-improve - 2, Model - Re-build, Re-check and Re-improve - 3, Final Model, Model Predictions.
sanketmaneDS/Multilinear_Regression
This repository contains notebook introducing reader to basic concepts of multilinear regression and its application.
manasik29/Prediction-of-Salary-of-individuals-based-of-Years-of-Experience
Prediction of Salary of individuals based on years of experience
MoinDalvs/Assignment_Multi_linear_regression_2
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")]
MoinDalvs/Learn_Multi_Linear_Regression
Prediction of Miles per gallon (MPG) Using Cars Dataset
PontusHovb/Global-Temperatures
Regression analysis exploring cause of increasing global temperature change through independent variables related to CO2-emissions
Prem-98/Multi-linear-regression
MLR assignment
ShaikRiyazSandy/Multi-Linear-Regression
Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_
vaitybharati/P26.-Supervised-ML---Multiple-Linear-Regression---Cars-dataset
Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Leverage value, Improving the Model, Model - Re-build, Re-check and Re-improve - 2, Model - Re-build, Re-check and Re-improve - 3, Final Model, Model Predictions.
manasik29/Aim-is-to-study-how-well-the-WC-area-predict-AT
Business Case : The Waist Circumference - Adipose Tissue
PatilSukanya/Assignment-05.-Multiple-Linear-Regression-Q1
Used libraries and functions as follows:
PatilSukanya/Assignment-05.-Multiple-Linear-regression-Q2
Used libraries and functions as follows:
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
shwetapardhi/Assignment-05-Multiple-Linear-Regression-2
Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t
Siddharth1989/MonthlyUtilityBillEstimation
The given dataset contains electricity consumer household information. This information has been used to predict the amount to be paid by the consumer with the help of regression model selection and validated with feature importance.
vokereke/uswage_linear_regression
Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.
manasik29/Multi_Linear_Regression_on_Cars_data_to_predict_MPG
Multi_Linear_Regression_on_Cars_data_to_predict_MPG
manasik29/Prediction-model-for-predicting-Price-of-Cars
Prediction-model-for-predicting-Price-of-Cars
manasik29/Prediction-model-for-profit-of-50_startups-data
Prediction model for profit of 50_startups data
manasik29/Prediction-of-Delivery-Time-of-newspaper-using-Sorting-Time
Prediction of Delivery Time of newspapers using Sorting Time
manasik29/Simple-Linear-Regression-Newspaper-Data
Feasibility of staring a Sunday edition for a large Metroplitan newsapaper