Hello,
in the presettings a significance level of 0,05 can be found. Does this mean, the generated significance levels after bootstrapping are restricted to the 5%-Level?
Is it posible to accept hypotheses at significance levels of 10%, 5%, 1% and 0,1%?
Thank you very much!
Significance level
- cringle
- SmartPLS Developer
- Posts: 818
- Joined: Tue Sep 20, 2005 9:13 am
- Real name and title: Prof. Dr. Christian M. Ringle
- Location: Hamburg (Germany)
- Contact:
Re: Significance level
No, in fact you get t-values and p-values. The level is important to build the confidence intervals.
Kind regards,
Kind regards,
Prof. Dr. Christian M. Ringle, Hamburg University of Technology (TUHH), SmartPLS
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
-
- PLS Junior User
- Posts: 7
- Joined: Tue Feb 24, 2015 1:37 pm
- Real name and title: Verena Wittmann
Re: Significance level
Hello,
thanks for the answer. But does the presetting of 0,05 mean that I can accept my hypotheses only until the 5%-level? I want to accept them until the 10% significance level, so do I have to adapt the number in the presettings to 0,1?
Thank you very much!
thanks for the answer. But does the presetting of 0,05 mean that I can accept my hypotheses only until the 5%-level? I want to accept them until the 10% significance level, so do I have to adapt the number in the presettings to 0,1?
Thank you very much!
- cringle
- SmartPLS Developer
- Posts: 818
- Joined: Tue Sep 20, 2005 9:13 am
- Real name and title: Prof. Dr. Christian M. Ringle
- Location: Hamburg (Germany)
- Contact:
Re: Significance level
Sure
Prof. Dr. Christian M. Ringle, Hamburg University of Technology (TUHH), SmartPLS
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
- Literature on PLS-SEM: https://www.smartpls.com/documentation
- Google Scholar: https://scholar.google.de/citations?use ... AAAJ&hl=de
-
- PLS Junior User
- Posts: 7
- Joined: Tue Feb 24, 2015 1:37 pm
- Real name and title: Verena Wittmann
Re: Significance level
Sorry for asking again but as you realize I am a bit confused...:
I suppose this is also the case for the two-sided test as 0,1 is directly about the significance level?
Or does a presetting of 0,05 in a two-tailed test mean that it could accept hypotheses until 10%?
Thank you very much!
I suppose this is also the case for the two-sided test as 0,1 is directly about the significance level?
Or does a presetting of 0,05 in a two-tailed test mean that it could accept hypotheses until 10%?
Thank you very much!
- Hengkov
- PLS Super-Expert
- Posts: 1599
- Joined: Sun Apr 24, 2011 10:13 am
- Real name and title: Hengky Latan
- Location: AMQ, Indonesia
- Contact:
Re: Significance level
Hi,
To choose one-tailed or two-tailed in the run bootstrap depending on the direction of your hypothesis. If you have hypothesized direction, then select the one-tailed, and if not then select the two-tailed. One-tailed tests will always be smaller than the two-tailed if significance level is the same. For example, for a significance level of 2.5% obtained for the one-tailed probability is 1.96. And for the 5% significance level obtained for the two-tailed probability is 1.96. Thus, one-tailed test is two times two-tailed test (2 x 0.025= 0.05). To further understand this, see My book "Applied Statistical Data Analysis for Social Science Research with IBM SPSS (2015), + 430 pages"
http://cvalfabeta.com/0538-detail-apl._ ... _spss.html
Greetings
To choose one-tailed or two-tailed in the run bootstrap depending on the direction of your hypothesis. If you have hypothesized direction, then select the one-tailed, and if not then select the two-tailed. One-tailed tests will always be smaller than the two-tailed if significance level is the same. For example, for a significance level of 2.5% obtained for the one-tailed probability is 1.96. And for the 5% significance level obtained for the two-tailed probability is 1.96. Thus, one-tailed test is two times two-tailed test (2 x 0.025= 0.05). To further understand this, see My book "Applied Statistical Data Analysis for Social Science Research with IBM SPSS (2015), + 430 pages"
http://cvalfabeta.com/0538-detail-apl._ ... _spss.html
Greetings