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Qaagi - Book of Why

Causes

Effects

that is configuredto createincidents for errors detected in monitored system 110

The authors indicateresultsin an inflated Type I error rate for tests for predictors

any clock skew or delaymay causetiming violations , resulting in erroneous data loading

period counters ... unit 107resultsin the same sets of data being monitored by both error - rate monitoring units

0.0087resultedin an observed type I error rate

only the testscreatedto control Type I error rate when group variances are unequal

In practice , this assumption rarely holds trueleadsto problems controlling the Type I error rate

the unmatched analysisresultedin a type I error rate of 0.4771

exposure to the intervention itselfcan createdifferential error in reporting in the treatment group(s ) relative to the control group

error informationresultingfrom error detection by the error monitor / management system

to very misleadingly small standard errorscan leadto very misleadingly small standard errors

at α = 0.01was setat α = 0.01

a systematic error in all of the calculated % errors within one experimentwill causea systematic error in all of the calculated % errors within one experiment

the groups to appear in fault monitoring group selectors but not in the LMS group selectormay causethe groups to appear in fault monitoring group selectors but not in the LMS group selector

to very stringent significance thresholdsleadingto very stringent significance thresholds

new tasks for health department staff and new communicationcreatednew tasks for health department staff and new communication

many toxicologists to either distrust statistical methods or not to endorse themasa useful interpretive toolhas ledmany toxicologists to either distrust statistical methods or not to endorse themasa useful interpretive tool

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