Dear all,
Please, I did not understand the utility of significance level in bootstrapping procedure. In fact, in the previous version of PLS (i.e., 2.0) this option does not exist and the validity of the model’s relationships is done using T Statistics test. Please, can you clarify this point.
With Kind regards
Wassim
Bootstrapping procedure: Significance level
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- Hengkov
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Re: Bootstrapping procedure: Significance level
Hi,
In SmartPLS 3, has provided the output P-value with a choice of a one-tailed and two-tailed depends on hypothesis you make.
Greetings,
In SmartPLS 3, has provided the output P-value with a choice of a one-tailed and two-tailed depends on hypothesis you make.
Greetings,
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- PLS Junior User
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Re: Bootstrapping procedure: Significance level
Hi,
Thank you for your response.
Please, how can I interpret the results from P values? In fact, In PLS 2, T-statistics are larger than 2.58, 1.96 and 1.65 for significance level of 1%, 5% and 10%, respectively.
Many thanks for your help and look forward for your response.
With best regards
Wassim
Thank you for your response.
Please, how can I interpret the results from P values? In fact, In PLS 2, T-statistics are larger than 2.58, 1.96 and 1.65 for significance level of 1%, 5% and 10%, respectively.
Many thanks for your help and look forward for your response.
With best regards
Wassim
- Hengkov
- PLS Super-Expert
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- Joined: Sun Apr 24, 2011 10:13 am
- Real name and title: Hengky Latan
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Re: Bootstrapping procedure: Significance level
Hi,
It is easy to interpret with the P-value, depending on the level of significance that you are using and the direction of the hypothesis (eg 5%), means that if the result is < 0.05 then H0 is rejected (two-tailed test).
Greetings,
It is easy to interpret with the P-value, depending on the level of significance that you are using and the direction of the hypothesis (eg 5%), means that if the result is < 0.05 then H0 is rejected (two-tailed test).
Greetings,
-
- PLS Junior User
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- Joined: Thu Mar 26, 2015 3:25 pm
- Real name and title: Wassim Ben Chikha
Re: Bootstrapping procedure: Significance level
Hi,
Thank you for your response,
It is not clear for me.
Please Find attached an example. Here, I have used a significance level of 0.01. The P values of these three hypothesis is <0.01, then should I reject these hypothesis?
Many thanks for your help and look forward for your response.
With best regards
Wassim
Thank you for your response,
It is not clear for me.
Please Find attached an example. Here, I have used a significance level of 0.01. The P values of these three hypothesis is <0.01, then should I reject these hypothesis?
Many thanks for your help and look forward for your response.
With best regards
Wassim
- Attachments
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- example.png (37.24 KiB) Viewed 9761 times
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Re: Bootstrapping procedure: Significance level
The setting of the significance level only affects the confidence intervals.
For T and p-values the setting you have done for the significance level is irrelevant (not the direction of the hypothesis one or two-tailed)
For T and p-values the setting you have done for the significance level is irrelevant (not the direction of the hypothesis one or two-tailed)
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de