Reflecting the quantitative impact of ordinal indicators

摘要

Embodiments of the invention may help improve the accuracy of individually tailored prognoses in dealing with individual patient prognoses for cancer, diabetes, multiple sclerosis, heart disease, and/or other diseases. Alternate embodiments of the invention may be useful in improving the accuracy of predictions in a variety of other contexts and fields. A method according to various embodiments of the invention includes generating a univariate impact reflecting index (UIRI) based on an indicator, the indicator having a monotonic relationship to a focal conclusion; and determining a probability that the focal conclusion will occur, wherein determining the probability is based at least partially on a regression analysis of the UIRI.

主权项

1. A computer-implemented method comprising:
generating, by a computer system, a univariate impact reflecting index (UIRI) based on an indicator, the indicator having a monotonic relationship to a focal conclusion, wherein the UIRI spaces subscales of the indicator according to a magnitude of impact of the indicator to the focal conclusion; and determining, by the computer system, a probability that the focal conclusion will occur, wherein determining the probability is based at least partially on a regression analysis of the UIRI.