updated index pages

The index pages were updated with the recently added proofs.

Author: JoramSoch

I/PbA.md

@@ -8,7 +8,7 @@ title: "Proof by Author"
 
 - [Covariance matrix of the multinomial distribution](/P/mult-cov)
 
-### JoramSoch (390 proofs)
+### JoramSoch (391 proofs)
 
 - [Accuracy and complexity for the univariate Gaussian](/P/ug-anc)
 - [Accuracy and complexity for the univariate Gaussian with known variance](/P/ugkv-anc)
@@ -138,6 +138,7 @@ title: "Proof by Author"
 - [Invariance of the variance under addition of a constant](/P/var-inv)
 - [Inverse transformation method using cumulative distribution function](/P/cdf-itm)
 - [Joint likelihood is the product of likelihood function and prior density](/P/jl-lfnprior)
+- [Kullback-Leibler divergence for the Bernoulli distribution](/P/bern-kl)
 - [Kullback-Leibler divergence for the Dirichlet distribution](/P/dir-kl)
 - [Kullback-Leibler divergence for the gamma distribution](/P/gam-kl)
 - [Kullback-Leibler divergence for the matrix-normal distribution](/P/matn-kl)

I/PbN.md

@@ -424,3 +424,4 @@ title: "Proof by Number"
 | P416 | bvn-pdf | [Probability density function of the bivariate normal distribution](/P/bvn-pdf) | JoramSoch | 2023-09-22 |
 | P417 | bvn-pdfcorr | [Probability density function of the bivariate normal distribution in terms of correlation coefficient](/P/bvn-pdfcorr) | JoramSoch | 2023-09-29 |
 | P418 | mlr-olstr | [Ordinary least squares for multiple linear regression with two regressors](/P/mlr-olstr) | JoramSoch | 2023-10-06 |
+| P419 | bern-kl | [Kullback-Leibler divergence for the Bernoulli distribution](/P/bern-kl) | JoramSoch | 2023-10-13 |

I/PbT.md

@@ -165,6 +165,7 @@ title: "Proof by Topic"
 
 ### K
 
+- [Kullback-Leibler divergence for the Bernoulli distribution](/P/bern-kl)
 - [Kullback-Leibler divergence for the Dirichlet distribution](/P/dir-kl)
 - [Kullback-Leibler divergence for the gamma distribution](/P/gam-kl)
 - [Kullback-Leibler divergence for the matrix-normal distribution](/P/matn-kl)

I/PwS.md

@@ -45,6 +45,7 @@ title: "Proofs without Source"
 - [First raw moment is mean](/P/momraw-1st)
 - [Gamma distribution is a special case of Wishart distribution](/P/gam-wish)
 - [Joint likelihood is the product of likelihood function and prior density](/P/jl-lfnprior)
+- [Kullback-Leibler divergence for the Bernoulli distribution](/P/bern-kl)
 - [Kullback-Leibler divergence for the matrix-normal distribution](/P/matn-kl)
 - [Kullback-Leibler divergence for the normal distribution](/P/norm-kl)
 - [Linear combination of independent normal random variables](/P/norm-lincomb)