multiple-linear-regression-model

There are 0 repository under multiple-linear-regression-model topic.

• Avinash793 / regression-analysis-examples

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

  autocorrelationcooks-distancefeature-engineeringgoodness-of-fitheteroskedasticityinfluential-casesleveragesmulticollinearitymultiple-linear-regression-modelols-regression-modeloutlierspoisson-regression-modelpython3q-q-plotquantile-regressionregression-analysisregression-diagnosticsresidualssimple-linear-regressiongls-regression-model
  Language:Jupyter Notebook 3

• Prometheussx / Multiply-Linear-Regression

  A Python code for data analysis and salary predictions using a multiple linear regression model. The code calculates the intercept and coefficients of the model and makes predictions on sample data.

  artificial-intelligencemachine-learningmachine-learning-tutorialmultiple-linear-regressionmultiple-linear-regression-model
  Language:Python 2

• AnveshaM / MachineLearning_models_using_Matlab

  Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers

  bagging-ensemblebayesian-optimizationdecision-treesmatlabmultiple-linear-regression-modelrandom-forest-regressionjupyter-notebookmachine-learningnumpypython
  Language:Jupyter Notebook 1

• AvinashDarekar / Advance-Project--3-4---Prediction-with-Multiple-linear-Regression

  Prediction-with-Multiple-linear-Regression

  juypter-notebookmultiple-linear-regression-modelpredictionpythonregression
  Language:Jupyter Notebook 1

• ccrodriguez27 / Population-Growth-Prediction-using-Multiple-Linear-Regression

  https://ccrodriguez27.github.io/Population-Growth-Prediction-using-Multiple-Linear-Regression/

  multiple-linear-regression-modelpopulation-growth
  Language:HTML 1

• Hadley-Dixon / DiabetesRegression

  A MLR algorithm that analyzes diabetes data in African Americans to predict a diabetes diagnosis

  rbest-subset-selectionboxcoxdata-explorationdata-visualizationlasso-regressionmodel-validationmultiple-linear-regression-modelridge-regression
  Language:HTML 1

• ntdoris / home-price-prediction

  Modeling King County Home Prices via Multiple Linear Regression

  log-transformationmultiple-linear-regression-modelonehot-encoding
  Language:Jupyter Notebook 1

• qtle3 / multiple-linear-regression

  A Python implementation of multiple linear regression to predict the profit of startups based on their spending in R&D, Administration, Marketing, and the state they operate in.

  data-preprocessingfeature-engineeringinterpretation-of-resultsmodel-training-and-evaluationmultiple-linear-regression-modelprediction-algorithm
  Language:Python 1

• rhnfzl / optimize-targeted-ads

  Improve targeted advertising of a popular streaming service in exploring new approaches using Neural Network

  feature-engineeringmultiple-linear-regression-modelneural-networkr
  Language:R 1

• shmcleod / multiple_logistic_regression

  Multiple Logistic Regression on churn dataset.

  multiple-linear-regressionmultiple-linear-regression-modelregressionrprogramming
  1

• Divya171997 / Life_Expectancy-Modelling_Experimental_Data

  Investigate the response variable (dependent variable) life expectancy in the year 2016 and use other indicators (predictor variables) of the dataset to develop a linear model which explains the life expectancies 2016.

  descriptive-statisticsplots-in-rimputing-missing-valuespredictor-variables-collinearitymultiple-linear-regression-modelanova
  0

• rrailton / us-wildfires-and-drought

  Exploratory Data Analysis of US Wildfires and Drought with R using Linear Regression

  statistical-analysislinear-regressionmultiple-linear-regression-model
  Language:RMarkdown 0

• SantiagoMorenoV / 50-Startups-Multiple-Reg

  This project estimates a multiple linear regression of 50 startups and how their expenses on R & D, administration, marketing, and location can be significant or not to their profits.

  akaike-information-criterionbackward-eliminationcatoolsggplot2matplotlibmultiple-linear-regression-modelnumpypandasptyhonrseabornsklearn-librarystatsmodelsstep-function
  Language:Jupyter Notebook 0

• selkhayri / AutosRUs_MechaCar

  Using Multiple Linear Regression, the data set is analysed to determine which independent variables provide a non-random amount of variance to the dependent variable and conclude whether a linear model would be sufficiently predictive.

  multiple-linear-regression-modelrstatistics
  Language:R 0

• shreyansh-2003 / MLR-Gradient-Descent-For-Model-Explainability

  This repository contains a comprehensive implementation of gradient descent for linear regression, including visualizations and comparisons with ordinary least squares (OLS) regression. It also includes an additional implementation for multiple linear regression using gradient descent.

  gradient-descentlinear-regressionmachine-learningoptimization-algorithmsboston-housing-price-predictiondata-analysisdata-visualizationexplainable-machine-learningmultiple-linear-regression-modelordinary-least-squaresresidual-learningsklearn-librarystatsmodels
  Language:Jupyter Notebook 0