How Effective Is Inverting a Test Statistic for New Confidence Intervals?

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Inverting a test statistic is a powerful method for constructing confidence intervals for unknown parameters, particularly the mean of a normal distribution with known variance. The discussion focuses on demonstrating this method through the creation of standard one-sided and two-sided confidence intervals, as well as exploring the potential for developing a new type of confidence interval that differs from traditional approaches. Participants express a need for resources to better understand the concept, particularly regarding the "red" part of the method, with one suggesting it might relate to pivotal intervals. The conversation reflects a sense of urgency and frustration among users seeking clarity on the topic. Overall, the thread highlights the complexity of constructing innovative confidence intervals using hypothesis testing.
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A very powerful method of construction of a confidence interval/set for an unknown parameter, the mean of a normal distribution for example, is to invert a family of hypotheses tests about that parameter. This project is firstly to demonstrate the understanding of this method by using it to construct the usual one-sided and two-sided confidence intervals for the unknown mean of a normal distribution with a known variance. But the prize is given if a new confidence interval can be constructed by using this method for the unknown mean of a normal distribution with a known variance.

Here, `A new confidence interval' means a confidence interval that is
different from the usual one-sided and two-sided confidence intervals
for the unknown mean of a normal distribution with a known variance.


Hi,

Can someone kindly explain a bit on the 'red' part.
I have tried to search for it, but nothing much related seem to come out.
You may not tell me what it is, all I need is some related resource ( section in a book, or a website, or an article? )

Thanks.
 
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Hi there,

I finally see something here.

Is there any possibility that the 'red' part is referering to the pivotal interval?

Thanks.

I am a bit desperate now.
 
slowly giving up on this one
 
I was reading documentation about the soundness and completeness of logic formal systems. Consider the following $$\vdash_S \phi$$ where ##S## is the proof-system making part the formal system and ##\phi## is a wff (well formed formula) of the formal language. Note the blank on left of the turnstile symbol ##\vdash_S##, as far as I can tell it actually represents the empty set. So what does it mean ? I guess it actually means ##\phi## is a theorem of the formal system, i.e. there is a...

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