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Statistical Analysis of Fluorescence Correlation Spectroscopy: The Standard Deviation and Bias

机译:荧光相关光谱的统计分析:标准偏差和偏差

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摘要

We present a detailed statistical analysis of fluorescence correlation spectroscopy for a wide range of timescales. The derivation is completely analytical and can provide an excellent tool for planning and analysis of FCS experiments. The dependence of the signal-to-noise ratio on different measurement conditions is extensively studied. We find that in addition to the shot noise and the noise associated with correlated molecular dynamics there is another source of noise that appears at very large lag times. We call this the “particle noise,” as its behavior is governed by the number of particles that have entered and left the laser beam sample volume during large dwell times. The standard deviations of all the points on the correlation function are calculated analytically and shown to be in good agreement with experiments. We have also investigated the bias associated with experimental correlation function measurements. A “phase diagram” for FCS experiments is constructed that demonstrates the significance of the bias for any given experiment. We demonstrate that the value of the bias can be calculated and added back as a first-order correction to the experimental correlation function.
机译:我们提出了广泛的时间范围内的荧光相关光谱的详细统计分析。该推导是完全分析性的,可以为计划和分析FCS实验提供出色的工具。信噪比对不同测量条件的依赖性得到了广泛的研究。我们发现,除了散粒噪声和与相关分子动力学相关的噪声外,还有另一种噪声源出现在非常长的滞后时间。我们称其为“粒子噪声”,因为其行为受在较长停留时间内进入和离开激光束样本量的粒子数量控制。通过分析计算出相关函数上所有点的标准偏差,并证明与实验吻合良好。我们还研究了与实验相关函数测量相关的偏差。构造了用于FCS实验的“相图”,该图证明了任何给定实验的偏差的重要性。我们证明可以计算偏差的值,并将其作为一阶校正加回到实验相关函数中。

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