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Home/Archive for: December 29, 2021

Day: December 29, 2021

Assumptions of Linear Regression

Non-Multicollinearity Test in Multiple Linear Regression

By Kanda Data / Date Dec 29.2021

When analyzing data using linear regression using the Ordinary Least Square (OLS) method, it takes an understanding of the assumption test that must be passed. The non-multicollinearity test is necessary to get the best linear unbiased estimator. The multiple linear regression OLS method has been widely applied in various fields: economics, agribusiness, and socio-economic fields. The estimation of the output of this linear regression has many benefits. Various research problems can be solved with this analytical approach. When we choose to use regression analysis, we are trying to see the influence or impact of one or more variables on other variables. Therefore, many researchers, lecturers, students, and practitioners choose linear regression using the OLS method as a data analysis tool.

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Simple Linear Regression

How to Calculate a Simple Linear Regression using Excel

By Kanda Data / Date Dec 29.2021

In statistics, simple linear regression analysis consists of only two variables. The two variables are one dependent variable and one independent variable. On this occasion, we will discuss how to calculate a simple linear regression using Excel.

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