In business management, linear regression can be used to predict sales. Estimating the regression equation based on empirical data owned by the company can be used to predict product sales the next time.
Hypothesis testing is an important step that researchers must test. Researchers will develop research hypotheses according to the points of research objectives. Furthermore, researchers will test the hypothesis using statistical methods so that the test results can be accounted for scientifically.
Researchers who use time series data in linear regression analysis with the OLS method need to conduct some of the required assumption tests. One of the assumption tests required in the regression is the autocorrelation test.
Researchers will generally choose the ordinary least square linear regression method if the variable measurement scale is an interval or ratio scale. If the measurement scale of the data is interval or ratio, it is easy to fulfill the possibility of passing the required assumption test.
Excel can be used for several data analyzes, including t-tests. Researchers can use the t-test to test the difference in the mean of two variables. The t-test that researchers often use can be divided into two: the paired sample t-test and the independent sample t-test. Because researchers often use the two t-tests, I will discuss …
How to Analyze Paired Sample t-Test and Independent Sample t-Test Read More »
