发明名称 |
SYSTEM FOR PREDICTIVE ANALYTICS USING REAL-WORLD PHARMACEUTICAL TRANSACTIONS |
摘要 |
A system for predictive analytics using real-world pharmaceutical transactions includes a computer having a processor and memory, a data collection component configured to aggregate data for a plurality of pharmaceutical transactions, and a data reduction module configured to eliminate non-compliant transactions to generate a reduced transaction data set. An analysis module applies multiple linear regression analysis to a portion of the reduced transaction data set to identify key regression variables that correlate with an excess total return to shareholders. The analysis module also applies logistic regression analysis to a portion of the reduced transaction data set to identify key regression variables that correlate with an increased probability of regulatory agency approval. A report generator provides a graphical output of the identified key regression variables and a probability value corresponding to a likelihood of regulatory agency approval.
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申请公布号 |
US2009276287(A1) |
申请公布日期 |
2009.11.05 |
申请号 |
US20080172386 |
申请日期 |
2008.07.14 |
申请人 |
FIROUZBAKHT REZA;COULTON ELIZABETH O;LAI HENRY;MARKARYAN TIGRAN |
发明人 |
FIROUZBAKHT REZA;COULTON ELIZABETH O.;LAI HENRY;MARKARYAN TIGRAN |
分类号 |
G06Q10/00;G06Q40/00;G06Q50/00 |
主分类号 |
G06Q10/00 |
代理机构 |
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