Abnormal data detection and modification method based on numerical value relevance model
A technology of abnormal data and data association, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as business data accuracy not meeting business needs, data analysis, data processing, negative impact on investment decisions, etc. Achieve the effect of reliable statistical analysis results, improved precision, and accurate statistical analysis work
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[0043] Abnormal data refers to business data with large errors. Data error refers to the deviation between the acquired data and the actual data characteristics of objective phenomena. Data errors can be divided into two categories: one is registration error; the other is representative error. The so-called registration error refers to the distortion of statistical data caused by recording errors, measurement errors, calculation errors, and intentional false reporting and concealment in the process of collecting data. Registration errors are entirely caused by human factors, which may occur in both comprehensive and non-comprehensive surveys; the so-called representative errors generally refer to random errors and systematic errors. Random error is the inevitable error caused by random factors in the process of sampling survey. The systematic error is the error caused by various factors related to subjective factors in the process of survey or sampling technique application....
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