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Problem understanding the concept of random sample

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#statistics #parameter-estimation
589
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derive asymptotic distribution of the ML estimator

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#statistics #asymptotics #maximum-likelihood #parameter-estimation
449
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derive sufficient statistic from a random independent sample from a weibull distribution

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#statistics #parameter-estimation
52
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ML estimation with given samples

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#statistics #maximum-likelihood #parameter-estimation
1.2k
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Gamma distribution family and sufficient statistic

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#statistics #exponential-distribution #parameter-estimation
9.2k
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Beta distribution as a member of the exponential family

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#statistics #exponential-distribution #parameter-estimation #beta-function
43
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Estimate how many tracks the city has.(Almost done, but can not find whether estimator is biased or not)

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#probability-distributions #expectation #maximum-likelihood #parameter-estimation
4.9k
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Show that the sample variance is an unbiased estimator of $\lambda$ for the Poisson distribution

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#statistical-inference #poisson-distribution #variance #parameter-estimation
4.1k
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UMVUE of $\frac{\theta}{1+\theta}$ and $\frac{e^{\theta}}{\theta}$ from $U(-\theta,\theta)$ distribution

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#statistics #probability-distributions #statistical-inference #order-statistics #parameter-estimation
58
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Writing the Extended Kalman Filter

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#parameter-estimation #kalman-filter
86
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Variance of Linear MMSE estimator from three measurements.

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#linear-algebra #covariance #variance #parameter-estimation
42
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Exmaple on convergence of random variables - change of integral boundaries in normal distribution

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#probability #probability-distributions #convergence-divergence #parameter-estimation
2.7k
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Exponential family distribution and sufficient statistic.

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#probability-theory #statistics #parameter-estimation
135
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Estimate degrees of freedom in sample variance.

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#probability #statistics #reference-request #statistical-inference #parameter-estimation
85
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Estimate parameters of Wishart matrix.

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#statistics #statistical-inference #estimation #parameter-estimation

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