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We also used linear regression to assess the impact of age, gender, disease duration, beta-interferon use and depression on continuously distributed outcome variables.
A logarithmic transformation provides a normally distributed outcome.
Procedure for performing a simulation study for a normally distributed outcome.
Similar analytic formulae can be derived in the case of a normally distributed outcome.
First for simplicity, we only considered normally distributed outcome and screening variables.
Two-tailed independent-sample t-tests were used for normally distributed outcome variables.
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Peacock et al. developed a distributional approach to the dichotomisation of normally distributed outcomes allowing the presentation of a comparison of proportions with a measure of precision which reflects the comparison of means.
As in the case of generalized linear models link functions are specified to analyze non-normally distributed outcomes.
Dose distributions were skewed in order to model the log transformation so as to better satisfy the ANOVA assumption of normally distributed outcomes.
It requires at least three cases for computation and assumes normally distributed outcomes and stationarity, assumptions that are discussed in some detail.
Independent, identically distributed outcomes most commonly result from the repetition of identical statistical experiments (e.g., repeated tosses of a coin, or repeated measurements of quantum systems prepared in identical states).
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CEO of Professional Science Editing for Scientists @ prosciediting.com