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GitHub topics: cooks-distance

PontusHovb/Global-Temperatures

Regression analysis exploring cause of increasing global temperature change through independent variables related to CO2-emissions

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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

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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

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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_

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Avinash793/regression-analysis-examples

Detailed implementation of various regression analysis models and concepts on real dataset.

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vokereke/uswage_linear_regression

Predicting wage in the uswage dataset (Linear Regression). Model Selection, Model Diagnostics etc.

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BalajiN743/Multi-Linear-Regression-examples

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Prem-98/Multi-linear-regression

MLR assignment

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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.

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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.

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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.

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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.

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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")]

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PatilSukanya/Assignment-05.-Multiple-Linear-regression-Q2

Used libraries and functions as follows:

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PatilSukanya/Assignment-05.-Multiple-Linear-Regression-Q1

Used libraries and functions as follows:

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manasik29/Prediction-model-for-predicting-Price-of-Cars

Prediction-model-for-predicting-Price-of-Cars

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manasik29/Prediction-model-for-profit-of-50_startups-data

Prediction model for profit of 50_startups data

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manasik29/Multi_Linear_Regression_on_Cars_data_to_predict_MPG

Multi_Linear_Regression_on_Cars_data_to_predict_MPG

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manasik29/Simple-Linear-Regression-Newspaper-Data

Feasibility of staring a Sunday edition for a large Metroplitan newsapaper

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manasik29/Aim-is-to-study-how-well-the-WC-area-predict-AT

Business Case : The Waist Circumference - Adipose Tissue

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manasik29/Prediction-of-Delivery-Time-of-newspaper-using-Sorting-Time

Prediction of Delivery Time of newspapers using Sorting Time

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manasik29/Prediction-of-Salary-of-individuals-based-of-Years-of-Experience

Prediction of Salary of individuals based on years of experience

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MoinDalvs/Learn_Multi_Linear_Regression

Prediction of Miles per gallon (MPG) Using Cars Dataset

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Related Keywords
cooks-distance 23 ols-regression 11 correlation-analysis 9 homoscedasticity 9 statsmodels 8 python 8 influence-plot 7 residual-analysis 7 qqplots 7 multi-linear-regression 7 residuals 7 leverage-score 6 heteroscedasticity 5 eda 5 collinearity-diagnostics 5 scatter-plot 5 pairplot 5 ols-regression-model 5 multiple-linear-regression 5 feature-selection 4 feature-engineering 4 rsquare-values 4 vif 4 smf 4 linear-regression 4 r-square-values 4 mlr 3 p-values 3 numpy 3 machine-learning 3 p-value 3 ols 3 regress-exog 3 data-science 3 exploratory-data-analysis 3 aic 2 leverage-value 2 simple-linear-regression 2 regression-plots 2 outliers-detection 2 influence-plots 2 data-visualization 2 data-structures 2 influencers 2 multi-collinearity-issue 2 outlier-detection 2 outlier-removal 2 simple-linear 1 pandas 1 pyforest 1 regression-models 1 regression-model 1 outliers-influence 1 seaborn 1 correlation-matrix 1 normality-test 1 t-score 1 variance-inflation-factor 1 correlation 1 partial-least-squares-regression 1 i 1 high-leverage 1 predictive-modeling 1 r-square-model 1 feature 1 data-preprocessing 1 influenceplots 1 qq-plot 1 residuals-vs-fitted 1 pair-plot 1 regression-plot 1 predective-modeling 1 autocorrelation 1 gls-regression-model 1 goodness-of-fit 1 heteroskedasticity 1 influential-cases 1 leverages 1 multicollinearity 1 multiple-linear-regression-model 1 outliers 1 poisson-regression-model 1 python3 1 q-q-plot 1 quantile-regression 1 regression-analysis 1 regression-diagnostics 1 breusch-pagan 1 model-diagnostics 1 model-selection 1 qqplot 1 multilinear-regression 1 preprocessing-data 1 influencer 1 influencer-plot 1 math 1 matplotlib 1