ExpiredR Programming , Logistic and Linear regression, Integrals

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R Programming , Logistic and Linear regression, Integrals

Requirements
  • The only prerequisite for this class is the willingness to learn
  • A basic knowledge of programing will be helpful but not necessary
Description

In this class, we cover the following :

  • Fundamentals of R

Assignment and Arithmetic with RVectors, list and matrixloops (for, if ,if else, while, repeat )functions

  • Some nice Plots for data visualization (outlier detection, correlation coefficients )
  • How to detect and eliminate outliers and missing values from the data 
  • How to use the mallows’CP to select the best subset of parameters for the linear regression model 
  • logistic and linear regression  models 

How to use the mallows’CP to select the best subset of parameters for the linear regression modelconfidence intervals of parametersmodel performance , prediction and interpretation du result

  • Integral approximation 

By the end of this course , you will be able to effectively code in R. You will be able to summarize your data , visualize your data , detect and eliminate outliers and missing values  form your data ,construct and interpret a logistic or linear regression model using the best subset of parameters,  predict , approximate complex integral and more .

Who this course is for:
  • Students seeking a career as statistician, mathematician, Engineer, data analyst or simply a change of career


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