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区间估计

区间估计

interval estimates

  • 方法产生的原因:相比点估计,需要有更大的机会使估计准确

  • 区间估计的定义:指明一个区间以及这个区间覆盖总体未知参数的概率的估计方法【相应的概率称为置信度1-α】。
  • 置信度与置信区间的关系: 置信度越高,置信区间越宽。即对估计越有把握,估计就越不准确。

  • 置信区间的一般公式:点估计 ± (临界值)(标准误)

  • Causes of the methodology:There needs to be a greater chance that the estimate would be more accurate than a point estimate.

  • The definition of interval estimates:An estimate that specifies an interval and the probability of the overall unknown parameter covered by this interval【The corresponding probability is called confidence level 1-α】。
  • The relationship between confidence level and confidence intervals: The higher the confidence level is, the wider the confidence interval will be. The higher the confidence level, the wider the confidence interval.

  • The general formula for confidence intervals:point estimate ± (critical value)(standard error)
区间估计.txt · 最后更改: 2024/03/31 08:58 由 zwz