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$begingroup$ @AlefSin, all of my feedback were being created assuming you were being using the sample signify/SD. Should you Centre from the sample suggests the interpretation from the intercept remains to be exactly the same, other than it's the envisioned value of $Y_ i $ if the predictors are set their sample signifies.
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Third, I don't use SPSS so I can not help there, but I might be amazed if it did not offer some sorts of nonlinear regression. Some opportunities are quantile regression, regression trees and strong regression.
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concerning accuracy and self-confidence --- If you need additional precision then You should settle for much less self-assurance, and home If you need additional assurance you have to settle for much less accuracy.
Provided that that procedure was accurately developed, the genuine worth might be contained inside the interval within the prescribed charge. (see @Michael R Chernick's respond to for any dialogue on coverage and another feeling of precision)
$begingroup$ For any provided dataset, growing the confidence level of a confidence interval will only result in larger intervals (or not less than not lesser
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