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Fisher Expected Information for a Gaussian Process model

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#statistics #statistical-inference #information-theory #machine-learning #parameter-estimation
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UMVUE for pdf $f_{\theta}(x) = \theta e^{-\theta x}, x>0$

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#statistics #statistical-inference #parameter-estimation
262
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To calculate variance, given conditional distribution

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#statistics #statistical-inference #conditional-expectation
1.7k
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Calculating 95% confidence interval for mean for a normal population

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#statistics #statistical-inference #hypothesis-testing
46
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To find the distribution of the random variable based on uniform distribution

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#statistics #probability-distributions #statistical-inference
1.9k
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Some true/false statements about MLE and UMVUE for a normal distribution

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#statistics #statistical-inference
2.4k
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distribution of the indicator function of poisson

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#probability #statistical-inference #poisson-distribution
126
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Conditional Probability/Expectation in the EM algorithm

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#probability #statistical-inference #parameter-estimation
170
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showing that $E[(\hat\theta -\theta)^2] \lt Var(\bar X)=\dfrac{1}{n}$.

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#statistics #statistical-inference
76
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How can he assume SD of population equals to SD of sample means?

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#statistical-inference #standard-deviation
4.4k
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When does the variance of a consistent estimator go to zero?

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#probability #statistics #probability-theory #convergence-divergence #statistical-inference
23
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How can we have $T_n \xrightarrow{\mathbb P_\vartheta} \vartheta$ if $T_n$ are defined on different spaces?

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#probability #statistics #probability-theory #convergence-divergence #statistical-inference
213
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t-distribution and Degrees of freedom

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#statistical-inference
100
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Bias of $\sigma^2$ estimator

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#statistics #probability-theory #probability-distributions #statistical-inference
48
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Interpreting what this means in a paper - significantly different at the .05 level?

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#statistics #statistical-inference

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