Derivation of $p(\omega|X,Y) = \frac{p(Y|X, \omega) p(\omega)}{p(Y|X)}$ in bayesian modelling
36428
Formulas for probabilities in Bayes theorem
36144
Deriving the conditional distributions of a multivariate normal distribution
111680
Why is the function $\Omega\rightarrow\mathbb{R}$ called a random variable?
139151
How to prove $\left\{ \omega|X(\omega)=Y(\omega)\right\} \in\mathcal{F}$ is measurable, if $X$ and $Y$ are measurable?
150197
Generalizing Poisson's binomial distribution to the multinomial case.
26833
Prove that $\mathbb P(X>Y) =\frac{b}{a + b}$ if $X, Y$ are exponentially distributed with parameters $a$ and $b$.
148732
Conditional Distribution of Poisson Variables, given $\sum X_i$
21649
P.d.f of the absolute value of a normally distributed variable
26631
Question about connection between Poisson and Gamma distributions
148666
Conditional probability with Bayes' Rule
156916
Intuitive and Formulaic Justification for the Rao-Blackwell Theorem
14778
Derivation of uncertainty propagation?
35967
Prove the order statistic is a minimal sufficient statistic for the logistic pdf $f(x|\theta)=\frac{e^{-(x-\theta)}}{(1+e^{-(x-\theta)})^2}$
86623
Why is $B^TB+\lambda\Omega$ positive definite?
41489
Why $p(y_n|y_{0:n-1})$ is a constant in Kalman filter derivation?
79024
the derivation of E(X|X)
100916
Finding $\mathrm{Cov}(X,Y)$ and $E(X\mid Y=y)$ given the joint density of $(X,Y)$