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What is the point of the maximum likelihood estimator?

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#statistics #soft-question #intuition #maximum-likelihood
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Finding a mixture of 1st and 0'th order Markov models that is closest to an empirical distribution

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#statistics #convex-optimization #markov-chains #nonlinear-optimization #maximum-likelihood
785
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How does maximum a posteriori estimation (MAP) differs from maximum likelihood estimation (MLE)

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#probability #statistics #machine-learning #maximum-likelihood
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MLE of a distribution with two parameters

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#probability #statistics #maximum-likelihood
412
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Maximum Likelihood Normal Random Variables with common variance but different means

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#statistics #maximum-likelihood
97
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Possibility of estimating unknown number of items based on observations of repetitions?

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#probability #maximum-likelihood
220
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Defects of Least square regression in some textbooks

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#statistics #regression #least-squares #maximum-likelihood
174
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What is the essence of Least Square Regression?

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#statistics #vector-spaces #orthogonality #least-squares #maximum-likelihood
882
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Finding maximum likelihood estimator of two unknowns.

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#statistical-inference #estimation #maximum-likelihood
44
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Mean of experiment results is the maximum likelihood estimator only when the distribution of error is gaussian.

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#probability #statistics #maximum-likelihood
5.6k
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Maximum Likelihood estimator for n in binomial with known p

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#statistics #maximum-likelihood #parameter-estimation
95
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MLE of non-numerical variables?

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#statistics #data-analysis #maximum-likelihood
267
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Maximum-Likelihood-Estimator for urn-problem

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#probability #maximum-likelihood #parameter-estimation
1.1k
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Maximum Likelihood parameter $\theta$

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#statistics #statistical-inference #maximum-likelihood
212
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Maximum likelihood estimate of gaussian given rounded values

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#statistics #maximum-likelihood #parameter-estimation

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