Where are MLE equations such as $\sum_{i=1}^n \bigg(y_i - \frac{e^{x_i^T \beta}}{1+e^{x_i^T \beta}} \bigg)x_{ij}=0$ derived?
8064
How to estimate coefficients of logistic model
142898
Finding the maximum likelihood estimator (Theoretical statistics)
28489
Estimating partial sums $\sum_{n = 1}^m \frac{1}{\sqrt{n}}$
52136
Linear regression with Laplace errors
107693
How do you use the EM algorithm to calculate MLEs for a latent variable formulation of a zero inflated Poisson model?
62513
Proving that the estimate of a mean is a least squares estimator?
63388
MLE of uniform distribution on the interval $[\theta − \frac{1}{2}, \theta + \frac{1}{2}]$
157612
Cramer-Rao Casella Berger 7.38 for exponential family
112429
Question about Casella and Berger's proof of MLE invariance
155765
How to derive the covariance matrix of $\hat\beta$ in linear regression?
20650
Maximum Likelihood Estimation (MLE) in layman terms
138082
What are the coefficients in the expansion of $(x+y)(x+2y) \cdots (x+ny)$?
56692
Determine the probability densities for coefficients of equation
153089
How to find $\partial\chi^2/\partial a$ where $\chi^2=\sum_{i=1}^N\frac{D(x_i)-a-b(x_i)^2}{\sigma_i^2}$?
121906
Fit of the l equation
90370
How to derive the ridge regression solution?
42861
Inverse of sum of exponential random variables (mean and variance)