Maximum likelihood estimation is a widely used method in statistics and machine learning for estimating the parameters of a statistical model. It seeks to find the parameter values that maximize the likelihood of observing the given data. This method is particularly popular due to its simplicity and applicability to a wide range of models. In practice, maximum likelihood estimation is used in fields such as economics, biology, and engineering to infer the unknown parameters of a model from observed data. Its effectiveness and versatility make it an essential tool for researchers and practitioners in various domains. In this collection of English short sentences and example sentences, readers can gain a comprehensive understanding of the concept and application of maximum likelihood estimation.
最大似然估计,Maximum likelihood estimation
1)Maximum likelihood estimation最大似然估计
1.Maximum Likelihood Estimation of Parameters in Regression Model with Contamination Data and Some Unchangeabilities;一类污染数据回归模型参数的最大似然估计及若干不变性
2.Maximum likelihood estimation of multiple-object Parameters in ultrasonic reflection tomography;超声反射CT中多体位置和形状参数的最大似然估计
3.Research on Numerical Wind Vector Retrieval Algorithm Based on Maximum Likelihood Estimation;基于最大似然估计的海面风场反演算法研究
英文短句/例句
1.GPS Multipath Estimation Based on Maximum Likelihood Estimation基于最大似然估计的GPS多径估计
2.ESTIMATION OF MAXIMUM LIKELIHOOD IN LOGISTIC REGRESSION MODEL关于Logistic回归中最大似然估计的可估性
3.Maximum Likelihood Estimation of Parameters for Non-Gaussian Autoregressive Processes非高斯AR序列参数的最大似然估计
4.Adaptive Image Denoising Based on Maximum Likelihood Estimation基于最大似然估计的自适应图像降噪
5.Maximum Likelihood Estimation of Vegetation Height for PolInSAR Based on Classified Statistic基于分类统计的PolInSAR植被高度最大似然估计
6.Maximum Likelihood DOA Estimation by using Doppler Information利用多普勒信息的波达方向最大似然估计方法
7.MAXIMUM LIKELIHOOD ESTIMATION OF THE MEAN PARALLAX AND KINEMATIC PARAMETERS OF THE PLEIADES昴星团平均视差与运动学参数的最大似然估计
8.De-noising of Ultrasonic Echo based on Maximum Likelihood Estimation Thresholding Method;最大似然估计阈值法对超声回波消噪的研究
9.Research on Numerical Wind Vector Retrieval Algorithm Based on Maximum Likelihood Estimation;基于最大似然估计的海面风场反演算法研究
10.Maximum Likelihood Estimation Image Retrieval Algorithm Based on Positive and Negative Examples Relevance Feedback基于正负例反馈的最大似然估计图像检索算法
11.MAXIMUM LIKELIHOOD ESTIMATION OF THE PARAMETERS IN RAYLEIGH DISTRIBUTION WITH RANDOMLY CENSORED DATA随机截尾情形下Rayleigh分布参数的最大似然估计
12.The second goal is the estimation method of maximum likelihood.第二个目标是最大似然的估计方法。
13.A Novel Maximum Likelihood Channel Estimation for OFDM SystemsOFDM系统中一种最大似然信道估计算法
14.Improved Maximum Likelihood Estimation Algorithm to Estimate Parameters of LFM SignalLFM信号参数估计的最大似然改进算法
15.Maximum likelihood DOA estimation of MIMO radarMIMO雷达最大似然波达方向估计方法
16.The Design of MLSE Equalizer Based on Viterbi基于Viterbi算法的最大似然序列估计均衡器设计
17.Maximum Likelhood DOA Estimation of Multiple Coherent Signal Emitters相干信号源最大似然波达方向估计的分辨性能
18.Study on Sinusoidal Frequency Estimation Based on Maximum Likelihood Estimator;基于最大似然法的正弦信号频率估计研究
相关短句/例句
maximum likelihood estimate最大似然估计
1.This paper discusses themaximum likelihood estimate (MLE) of means and variances with variances unknown in which the means are restricted by simple semi order for 2 given normal population and proposes an algorithm for obtaining the estimate.讨论了对给定的两个正态母体 ,均值为未知但被半序约束 ,方差为未知的最大似然估计 ,并给出了一个求解方法 。
2.This text establishes a model of space-time block code system at first,and also introduces the theory ofmaximum likelihood estimate.文章首先建立了空时分组编码的系统模型,并且介绍了最大似然估计的理论。
3.【Method】 A model and an algorithm were provided for constructing phylogenetic tree based on the principle ofmaximum likelihood estimate.【方法】利用最大似然估计原理,给出了构建系统发生树的模型和算法。
3)MLE最大似然估计
1.TwoMLEs of a Parameter in Poisson Distribution;泊松分布中一个参数的两个最大似然估计的比较
2.The Methods ofMLE Numerical Calculate Using Excel Software;用Excel软件实现最大似然估计数值计算的方法
3.MLE for lognormal distribution with grouped and censored data;分组与删矢数据下对数正态分布的最大似然估计
4)Maximum likelihood estimator最大似然估计
1.The maximum likelihood estimators(MLE) of means and standard deviations,and the asymptotic distribution of likelihood ratio statistic were given.给出了正态总体均值和标准差的最大似然估计(M LE),似然比检验统计量及其渐近分布等结果。
2.The maximum likelihood estimators(MLE) of means and standard deviations and the asymptotic distribution of likelihood ratio statistic are given.给出了正态总体均值和标准差的最大似然估计 (ML E) ,似然比检验统计量及其渐近分布等结
3.The algorithm bases on maximum likelihood estimator.本文提出了一种频偏估计算法,该算法基于最大似然估计,性能达到Cramer-Rao下界,Matlab平台上的仿真结果表明,文中算法的推导是正确的。
5)maximum likelihood最大似然估计
1.This paper provides a Monte Carlo approach for achievingmaximum likelihood in generalized linear mixed models.本文使用蒙特卡罗方法,求得广义线性混合模型之最大似然估计,并提供用来评估统计参数之收敛和精确度之实用方法。
2.Based on the method, the texture parameters of multi-polarimetric channels are estimated simultaneously by the method ofmaximum likelihood under the assumption of multi-texture multiplicative speckle noise model.该方法在多纹理乘性相干斑噪声模型的假设下，采用最大似然估计法来同时估计多个极化通道的纹理参数。
3.Themaximum likelihood method for target location and speed estimation by using the high resolution of wide band FMCW signals is discussed.讨论一种基于距离差信息的调频连续波 (FMCW) T Rn 方式多基地雷达近程目标定位系统 ,利用宽带FMCW雷达信号的高距离分辨率特点 ,分析了目标定位并估计目标速度的最大似然估计方法 ,导出了与发射机位置无关的目标定位及速度估计公式 ,对系统性能进行了分析并给出了计算机仿真结果 。
6)maximum likelihood estimate最大似然估计法
1.A measurement of inertia time constant is discussed,and the necessary mathematical formu- las are derived for calculating the phase difference by means of themaximum likelihood estimate and the correlation analysis.阐述了惯性时间常数的测量原理,在此基础上详细推导了用于相位差计算的最大似然估计法和相关分析法的数学公式,并在机械平台上完成相关试验以及 Matlab 数据处理程序设计、数据分析。
2.The traditional methods for model function are linear least squares, nonlinear least squares andmaximum likelihood estimate.根据实测数据拟合直线或曲线方程的过程称作模型拟合,求解模型函数的传统方法有线性与非线性最小二乘法、最大似然估计法。
延伸阅读
枵然1.虚大貌。 2.空虚貌。 3.腹空饥饿貌。 4.犹枉然，白白地。
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