Multiple Regression analysis- various statistical tests
Hi- I am totally new to JASP. I wish to know if the following tests are available in JASP for multiple regression analysis of 3 independent variables (data size is about 2000 rows)
1-Shapiro Wilk test: Used to test normality of residuals.
2-Breusch-Pagan test: Used to test for the homoscedasticity of residuals.
3-Durbin Watson Test - Used to detect the presence of autocorrelation in the model residuals.
3- Augmented Dickey–Fuller test – Used to test for stationarity of the time series
4-KPSS test - Used to test stationarity of the time series.
5-Breusch Godfrey test - Used to detect the presence of autocorrelation in the model residuals.
6- Ramsey test - Used to check the assumption of linearity in the relationship across variables.
Thanks in advance for your response.
Comments
I am surprised that we don't test normality of residuals -- I'll check. Most of the other suggestions refer to time series analysis. We have a time series module under development and I'll pass on your suggestions!
E.J.