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"The Block-Correlated Pseudo Marginal Sampler for State Space Models" by David Gunawan, Pratiti Chatterjee et al.

Pseudo Marginal Metropolis-Hastings (PMMH) is a general approach to Bayesian inference when the likelihood is intractable, but can be estimated unbiasedly. Our article develops an efficient PMMH method that scales up better to higher dimensional state vectors than previous approaches. The improvement is achieved by the following innovations. First, a novel block version of PMMH that works with multiple particle filters is proposed. Second, the trimmed mean of the unbiased likelihood estimates of the multiple particle filters is used. Third, the article develops an efficient auxiliary disturbance particle filter, which is necessary when the bootstrap disturbance filter is inefficient, but the state transition density cannot be expressed in closed form. Fourth, a novel sorting algorithm, which is as effective as previous approaches but significantly faster than them, is developed to preserve the correlation between the logs of the likelihood estimates at the current and proposed paramete ....

Marginal Metropolis Hastings , Dynamic Stochastic General Equilibrium , Block Pmmh , Orrelated Pmmh , Ynamic Stochastic General Equilibrium Dsge Model , Rimmed Mean Likelihood Estimate ,

Disinflation may pave way for interest rate reduction: RBI officials

Disinflation may pave way for interest rate reduction: RBI officials
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Michaeld Patra , Reserve Bank , Deputy Governor Michaeld Patra , Dynamic Stochastic General Equilibrium ,

RBI's model projects FY25 retail inflation at 4.8% - The Hindu BusinessLine

RBI's model projects FY25 retail inflation at 4.8% - The Hindu BusinessLine
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Stochastic General Equilibrium , Dynamic Stochastic General Equilibrium ,

Basic income grant: Peering beyond the endless impossibilities

Basic income grant: Peering beyond the endless impossibilities
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South Africa , Asghar Adelzadeh , Gilad Isaacs , Development Research Solutions , Institute For Economic Justice , Applied Development Research Solutions , Economic Justice , Computable General Equilibrium , Dynamic Stochastic General Equilibrium , Servaas Storm ,