PLC system LYD105A industrial automation control module
Technical data of product parameters
CMF development research, data quality can greatly affect the accuracy and reliability of the produced
CMF. Researchers should take care to ensure that they are aware of the quality of the data they use and
should communicate any concerns about data quality in the research report. Inspections of quality
should involve an examination of any data gaps, origins of the data, and suspicious trends in the data. In
particular, researchers should pay close attention to two crucial types of data that are often seen to
have quality issues – crash data and traffic volume data.
Crash dataLYD105A
Although state agencies are typically adamant about maintaining good quality crash data, there can be
issues that arise when using these data to developLYD105A. Researchers should be careful to examine the
crash data for suspicious or counterintuitive trends that may bear further investigation. Researchers
should also strive to obtain an understanding about the crash data they will use and what changes may
have occurred in the study period that would affect CMF results. For example, the agency may have
changed the reporting threshold (the dollar amount of damage under which a crash is not required to beLYD105A
reported) and the effect can be seen in an abrupt increase or decrease in crash frequency from one year
to the next. Another example would be a switch from paper form reporting to electronic reporting,LYD105A
which could also cause change in the number of crashes reported. If changes like these are known, the
researcher may consider changing the time period of the study to avoid these issues. Also, study designs
that use nearby comparison sites would assist in mitigating this effect, if the comparison sites are
affected in the same way as the treatment sites
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