ExpiredR Programming , Logistic and Linear regression, Integrals
FREE
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R Programming , Logistic and Linear regression, Integrals
- The only prerequisite for this class is the willingness to learn
- A basic knowledge of programing will be helpful but not necessary
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 .
- Students seeking a career as statistician, mathematician, Engineer, data analyst or simply a change of career
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