List questions from maximum-likelihood

62

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Why does the probability function of a Bernoulli variable $X\sim Bern(p)$ have the form $f(x|p)=p^x(1-p)^{1-x}$?

Published on 25 Mar 2026 - 22:26

182

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Minimizing the variance of my MLE

Published on 04 Jan 2021 - 13:46

255

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What is the MLE $\theta^*$ of $\theta$?

Published on 24 Mar 2026 - 23:46

485

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What is the CDF, pdf and expectation of $\theta^*$ of $\theta$?

Published on 25 Mar 2026 - 1:18

63

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Moment and maximum likelihood estimator of a parameter of a distribution

Published on 07 Jan 2021 - 17:23

266

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Does the MLE estimator of the covariance of a multivariate Gaussian have a non-zero determinant?

Published on 09 Jan 2021 - 23:28

291

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Uniqueness of MLE for Poisson Regression

Published on 10 Jan 2021 - 15:10

215

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Slutsky's theorem and the asymptotic normality of MLE

Published on 23 Feb 2026 - 14:50

144

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Asymptotic distribution of MLE

Published on 12 Jan 2021 - 23:53

314

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$X$ taken from $N(0,\theta)$ .Doubt related to MLE and Sufficient statistic

Published on 17 Jan 2021 - 9:52

122

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Finding MLE of $\mu_1,\mu_2,\Sigma$

Published on 17 Jan 2021 - 10:00

260

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Sufficiency and MLE of $\theta$ where $f(x;\theta)=\dfrac{1}{2}e^{|x-\theta|},-\infty<\theta<\infty$

Published on 17 Jan 2021 - 11:16

53

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How to use maximum likelihood method to find $\mu$ and $\sigma$ from erroneous observations.

Published on 27 Mar 2026 - 19:32

814

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Prove that the variance of the MLE of $f(x\mid\theta)=θx^{θ−1}$ tends to $0$ for large $n$

Published on 18 Jan 2021 - 3:14

108

Views

Finding the Likelihood Ratio Test Statistic

Published on 19 Jan 2021 - 8:54

List Question

Why does the probability function of a Bernoulli variable $X\sim Bern(p)$ have the form $f(x|p)=p^x(1-p)^{1-x}$?

Minimizing the variance of my MLE

What is the MLE $\theta^*$ of $\theta$?

What is the CDF, pdf and expectation of $\theta^*$ of $\theta$?

Moment and maximum likelihood estimator of a parameter of a distribution

Does the MLE estimator of the covariance of a multivariate Gaussian have a non-zero determinant?

Uniqueness of MLE for Poisson Regression

Slutsky's theorem and the asymptotic normality of MLE

Asymptotic distribution of MLE

$X$ taken from $N(0,\theta)$ .Doubt related to MLE and Sufficient statistic

Finding MLE of $\mu_1,\mu_2,\Sigma$

Sufficiency and MLE of $\theta$ where $f(x;\theta)=\dfrac{1}{2}e^{|x-\theta|},-\infty<\theta<\infty$

How to use maximum likelihood method to find $\mu$ and $\sigma$ from erroneous observations.

Prove that the variance of the MLE of $f(x\mid\theta)=θx^{θ−1}$ tends to $0$ for large $n$

Finding the Likelihood Ratio Test Statistic

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