Abstract

Type I error rates for the Johansen test were estimated using simulated data for a variety of conditions. The design of the experiment was a 2 × 2× 2× 3× 9× 3 factorial. The factors were (a) type of distribution, (b) number of dependent variables, (c) number of groups, (d) ratio of the smallest sample size to the number of dependent variables, (e) sample size ratios, and (f) degree of heteroscedasticity. The results indicate that Type I error rates for the Johansen test depend heavily on the number of groups and the ratio of the smallest sample size to the number of dependent variables. Type I error rates depend to a lesser extent on the distribution types used in the study. Based on the results, sample size guidelines are presented.

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.