dorsal/arxiv
View SchemaThe probability of making a correct decision in hypotheses testing as estimator of quality of planned experiments
| Authors | S. I. Bityukov, N. V. Krasnikov |
|---|---|
| Categories | |
| ArXiv ID | physics/0309031 |
| URL | https://arxiv.org/abs/physics/0309031 |
| DOI | 10.1063/1.1751387 |
| Journal | Proceedings of MaxEnt'23, Jackson Hole, Wyoming, 2003, edited by G. Erickson and Y. Zhai |
Abstract
In the report the approach to estimation of quality of planned experiments is considered. This approach is based on the analysis of uncertainty, which will take place under the future hypotheses testing about the existence of a new phenomenon in Nature. The probability of making a correct decision in hypotheses testing is proposed as estimator of quality of planned experiments. This estimator allows to take into account systematics and statistical uncertainties in determination of signal and background rates.
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"abstract": "In the report the approach to estimation of quality of planned experiments is\nconsidered. This approach is based on the analysis of uncertainty, which will\ntake place under the future hypotheses testing about the existence of a new\nphenomenon in Nature. The probability of making a correct decision in\nhypotheses testing is proposed as estimator of quality of planned experiments.\nThis estimator allows to take into account systematics and statistical\nuncertainties in determination of signal and background rates.",
"arxiv_id": "physics/0309031",
"authors": [
"S. I. Bityukov",
"N. V. Krasnikov"
],
"categories": [
"physics.data-an",
"hep-ex",
"math.PR",
"math.ST",
"stat.TH"
],
"doi": "10.1063/1.1751387",
"journal_ref": "Proceedings of MaxEnt\u002723, Jackson Hole, Wyoming, 2003, edited by\n G. Erickson and Y. Zhai",
"title": "The probability of making a correct decision in hypotheses testing as estimator of quality of planned experiments",
"url": "https://arxiv.org/abs/physics/0309031"
},
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