Abstract A study that would otherwise be eligible is commonly excluded from a meta-analysis when the standard error of its treatment-effect estimator, or estimate variance outcomes, not reported and cannot recovered available information. This wasteful treatment effect reported. We assess loss information caused by this practice explore methods imputation for missing variance. The are illustrat...

We describe how non-standard analysis can be used to prove real analysis theorems, and how these proofs can be automated using proof-planning. In particular we borrow from the constructive analysis notions of inductive partitioning, and show how transferring to the non-standard model for the reals allows us a simple proof of the correctness of partitioning algorithms for certain real analysis t...

wavelet-based denoising assume that the wavelet coefficients are independent. However, wavelet coefficients of natural images have significant dependencies. This paper attempts to give a recipe for selecting one of the popular image-denoising algorithms based on VisuShrink, SureShrink, OracleShrink, BayesShrink and BiShrink and also this paper compares different Bivariate models used for image ...