Statistical Methods

Statistical Analysis Methods for the fMRI Data

Functional magnetic resonance imaging (fMRI) is a safe and non-invasive way to assess brain functions by using signal changes associated with brain activity. The technique has become a ubiquitous tool in basic, clinical and cognitive neuroscience. This method can measure little metabolism changes that occur in active part of the brain. We process the fMRI data to be able to find the parts of br...

Statistical Methods

Statistics represents that body of methods by which characteristics of a population are inferred through observations made in a representative sample from that population. Since scientists rarely observe entire populations, sampling and statistical inference are essential. This article first discusses some general principles for the planning of experiments and data visualization. Then, a strong...

OVERVIEW OF STATISTICAL METHODS Enumerative versus analytic statistical methods

Statistical Methods Statistical Methods#computational Linguistics#machine Learning#stochastic Grammars

" Statistical methods " refers here specifically to statistical methods in computational linguistics. This represents a new body of practice in computational linguistics that has become standard over the last decade.

Methods in statistical kinetics.

A variety of recent advances in single-molecule methods are now making possible the routine measurement of the distinct catalytic trajectories of individual enzymes. Unlike their bulk counterparts, these measurements directly reveal the fluctuations inherent to enzymatic dynamics, and statistical measures of these fluctuations promise to greatly constrain possible kinetic mechanisms. In this ch...