妨碍 发表于 2025-3-23 13:16:08
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Machine Learning,upervised learning, that is more widely used in physics for applications to classification and regression. A connection with hypothesis testing, covered in the previous chapter, is discussed. The issues with undertraining and overtraining are presented, illustrating the bias-variance trade-off withAdenoma 发表于 2025-3-23 18:50:06
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Confidence Intervals,of discrete random observable variable, where the exact coverage cannot be ensured. The binomial interval determination due to Clopper and Pearson is presented as concrete case. The flip-flopping problem and the unified approach, due to Feldman and Cousins, are introduced.单调女 发表于 2025-3-24 11:19:50
http://reply.papertrans.cn/88/8766/876512/876512_17.pngpancreas 发表于 2025-3-24 17:58:10
Frequentist Probability and Inference, minimum chi-square method and least square method are presented, using the linear regression as particular example. The use of the chi-square for goodness of fit is introduced. Constrained fits are briefly introduced, and error propagation is discussed, in particular putting emphasis on the difficulty to propagate and combine asymmetric errors.固执点好 发表于 2025-3-24 21:19:37
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