Factoring the likelihood function of a sample $X_1, ...,X_n$ where $X_i \sim N(\mu ,\sigma^2 )$ and iid to include $\bar{x} $
69194
Partitioning sum of squares
38871
How to obtain the complete factorization of $P_n(X)=\frac{(X+i)^{2n+1} - (X-i)^{2n+1}}{2i} = 0$
59106
Components of an n-dimensional random variable from a uniform distribution are independent
118351
Confidence regions on bivariate normal distributions using $\hat{\Sigma}_{MLE}$ or $\mathbf{S}$
100173
Maximum likelihood estimation when the density is $f(x;\theta) = \theta x^{\theta -1} $
151286
Finding MLE for $\frac{\theta}{1-\theta}$
56453
Sufficient statistics for Uniform $(-\theta,\theta)$
117183
Deriving the maximum likelihood for the parameters in linear regression
59478
MLE of $f(x\vert\theta)=1/\theta$, $x_1 , \cdots , x_n \sim U(0,\theta) \;\;, \theta>0$,
43942
$N(\theta,\theta)$: MLE for a Normal where mean=variance
41058
Multivariate log-normal probabiltiy density function (PDF)
56396
Moment generating function of the inner product of two gaussian random vectors
141438
If $X$ is distributed $\mathcal{N}\sim(\mu,1)$ then what is the PDF of $X^2$?
123962
Calculation of the n-th central moment of the normal distribution $\mathcal{N}(\mu,\sigma^2)$
16889
How do you differentiate the likelihood function for the uniform distribution in finding the M.L.E.?
39754
Converting (normalizing) very small likelihood values to probability
79756
Invariance property of MLE: what is the MLE of $\theta^2$ of normal, $\bar{X}^2$?