Sentence examples for in past data from inspiring English sources

Fairly often, a relationship that is found to be highly statistically significant in past data will prove to be unreliable when applied out-of-sample.

(In layman's terms, an overfit statistical model is one that is engineered to match idiosyncratic circumstances in past data, but which is not an accurate picture and makes poor predictions as a result).

Although purely data-driven methods are objective, they typically fail to forecast trend changes in coming years if they have not been observed in past data; they rather extrapolate the mean trend of the base period.

The method tries to identify patterns (intended in a sense that will be defined later) in the past data history, neighboring the current time, and assumes that the current situation will evolve in a similar way.

In the past, data revealing that a drug has not lived up to its promise, for example, often failed to see the light of day (68).

The time series models try to identify the pattern in the past data by decomposing the long term trends and seasonal patterns and extrapolate that pattern into the future.

In the past data was either on the desktop or centrally controlled, and anyone old enough to remember what it was like prior to the client/server era can attest to just how difficult it was to use centralized data.

In the past, data translating the discrete skills or competencies that employers need was not easily available or meaningful to faculty who create courses, or the students who take them.

In the past, data was used to provide the marketer with what they wanted, however the practice of these two data scientists signal that the tide has turned.

However in developing an MDS Fainsinger and Fassbender [ 12] correctly point out that a theoretical framework needs to be considered as in the past data sets have been developed more on availability of data rather than need or research usefulness.

In the past, data underwent minimal processing before it was published and it could be easily replicated by others based on information contained solely within the body of the publication.