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6 years ago in Regression Test , Statistical Analysis By Gopalakrishna Kaza

Assumptions for conducting linear regression test

Which are the must assumptions that need to be considered while conducting linear regression test?

StatisticalTests

All Answers (4 Answers In All)

By Nithin Rao Answered 6 years ago

Gopalakrishna, the most important assumptions are 1) dependent variable should be measured at the continuous level and 2) independent variable should be measured at either continuous or categorical level.

By Kamlesh Meena Answered 6 years ago

Gopalakrishna, there are many assumptions that should be met while conducting linear regression test. Two of them are already mentioned by nithin. The rest are
There must be no significant outliers
Independence of observations must be present
Data should exhibit homoscedasticity
Linear relationship between dependent variable & independent variables.

By Gopalakrishna Kaza Answered 6 years ago

Can you explain them in detail?

By Kamlesh Meena Answered 6 years ago

Gopalakrishna visit https://statistics.laerd.com/stata-tutorials/linear-regression-using-stata.php for more information.

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