haziq_glossary.sty

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% Index

%\newterm{regression}

% Abbreviations

\newabbreviationindex{fbm}{fBm}{fractional Brownian motion}{description={Fractional Brownian motion}}
\newabbreviationindex{mcmc}{MCMC}{Markov chain Monte Carlo}{description={Markov chain Monte Carlo}}
\newabbreviationindex{hmc}{HMC}{Hamiltonian Monte Carlo}{description={Hamiltonian Monte Carlo}}
\newabbreviation{snr}{SNR}{signal-to-noise ratio}
\newabbreviation{cran}{CRAN}{Comprehensive \proglang{R} Archive Network}
\newabbreviation{rkhs}{RKHS}{reproducing kernel Hilbert space}
\newabbreviation{rkks}{RKKS}{reproducing kernel Kreĭn space}
\newabbreviation{ols}{OLS}{ordinary least squares}
\newabbreviation{cavi}{CAVI}{coordinate ascent variational inference}
\newabbreviation{dag}{DAG}{directed acyclic graph}
\newabbreviation{iia}{IIA}{independent of irrelevant alternatives}
\newabbreviationindex{elbo}{ELBO}{evidence lower bound}{description={evidence lower bound}}
\newabbreviation{hpm}{HPM}{highest probability model}
\newabbreviation{pmp}{PMP}{posterior model probability}
\newabbreviation{pip}{PIP}{posterior inclusion probability}
\newabbreviation{rss}{RSS}{residual sum of squares}
\newabbreviation{mmse}{MMSE}{minimum mean squared error}
\newabbreviation{mse}{MSE}{Mean squared error}
\newabbreviation{rmse}{RMSE}{root mean squared error}
\newabbreviation{rbf}{RBF}{radial basis function}

\newabbreviation{pmf}{pmf}{probability mass function}
\newabbreviation{pdf}{pdf}{probability density function}
\newabbreviation{cdf}{cdf}{cumulative distribution function}
\newabbreviation{em}{EM}{expectation-maximisation}
\newabbreviation{ecm}{ECM}{expectation conditional maximisation}
\newabbreviation{gpr}{GPR}{Gaussian process regression}
\newabbreviation{ml}{ML}{maximum likelihood}
\newabbreviation{iid}{iid}{Identical and independently distributed}
\newabbreviation{pd}{pd/p.d.}{positive definite}
\newacronym[description={Least absolute shrinkage and selection operator}]{lasso}{Lasso}{least absolute shrinkage and selection operator}
\newabbreviationindex{SE}{SE}{squared exponential}{description={Squared exponential (kernel)}}
\newabbreviation{anova}{ANOVA}{analysis of variance}