Department of Micro- and Nanotechnology, Technical University of Denmark, Kongens Lyngby, Denmark.
Nat Methods. 2010 May;7(5):377-81. doi: 10.1038/nmeth.1447. Epub 2010 Apr 4.
We optimally localized isolated fluorescent beads and molecules imaged as diffraction-limited spots, determined the orientation of molecules and present reliable formulas for the precision of various localization methods. Both theory and experimental data showed that unweighted least-squares fitting of a Gaussian squanders one-third of the available information, a popular formula for its precision exaggerates beyond Fisher's information limit, and weighted least-squares may do worse, whereas maximum-likelihood fitting is practically optimal.
我们优化了孤立荧光珠和以衍射极限点成像的分子的定位,确定了分子的取向,并提供了各种定位方法精度的可靠公式。理论和实验数据均表明,高斯无权重最小二乘法拟合浪费了三分之一的可用信息,其精度的常用公式超出了 Fisher 信息量极限的估计,而加权最小二乘法可能表现更差,而最大似然拟合则实际上是最优的。