Determining confidence intervals for weighted trial data
First Claim
1. A method for using a computer system to reduce overestimation of confidence intervals determined from weighted trial data, the method comprising:
- adjusting a total number of trials N in downward trend using a factor derived from trial data weights;
determining a confidence interval using the adjusted total number of trials;
interpreting the weighted trial data; and
assigning the confidence interval to the interpreted data.
2 Assignments
0 Petitions
Accused Products
Abstract
Collected trial data is weighted to, for example, reflect the relevance of the data. A weighted confidence interval determination and application process described herein determines a confidence interval used to interpret the data. The confidence interval is derived by adjusting the sample size N to account for the impact of weighting when determining confidence intervals. The sample size N is adjusted in a downward trend to avoid overestimating the confidence interval. Lower and upper bounds of the confidence interval are determined using weight influenced variables. Thus, interpretation of weighted trial data, such as product demand data, can be achieved and acted upon with an accurate estimation of risk.
22 Citations
28 Claims
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1. A method for using a computer system to reduce overestimation of confidence intervals determined from weighted trial data, the method comprising:
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adjusting a total number of trials N in downward trend using a factor derived from trial data weights; determining a confidence interval using the adjusted total number of trials; interpreting the weighted trial data; and assigning the confidence interval to the interpreted data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. A computer system for reducing overestimation of confidence intervals determined from weighted trial data, the computer system comprising:
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a processor; and a computer program storage medium coupled to the processor and having code encoded therein, wherein the code is executable by the processor and comprises code to; adjust a total number of trials N in downward trend using a factor derived from trial data weights; determine a confidence interval using the adjusted total number of trials; interpret the weighted trial data; and assign the confidence interval to the interpreted data. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24)
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25. A computer system for interpreting weighted trial data using a non-overestimated confidence interval, the computer system comprising:
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means for adjusting a total number of trials N in downward trend using a factor derived from trial data weights; means for determining the confidence interval using the adjusted total number of trials; means for interpreting the weighted trial data; and means for assigning the confidence interval to the interpreted data. - View Dependent Claims (26, 27, 28)
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Specification