Testing in Normal Mixture Models when the Proportions are Known
研究了在混合模型中,当各分布比例已知时,似然比检验统计量的行为,结果取决于比例值、问题维度和方差是否已知。
The aim of this paper is to study the behaviour of the likelihood ratio test statistic in mixture models when the proportions of the distributions are known a priori. The results depend on the value of the proportion, the dimenstionality of the problem and whether or not the variance of the distributions is known.