Bøger af Victor A. Bloomfield

Embarking upon research as a graduate student or postdoc can be exciting and enriching - the start of a rewarding career. But the world of scientific research is also a competitive one, with grants and good jobs increasingly hard to find. This guide intends to help scientists not just cope with but excel at this critical phase in their careers.

This introduction to computer simulation and data analysis in molecular biology and biophysics is aimed at graduate and advanced undergraduate students. It covers many of the major quantitative topics in modern molecular and cell biology and biophysics.

This practical guide shows how to use R and its add-on packages to obtain numerical solutions to complex mathematical problems commonly faced by scientists and engineers. Providing worked examples and code, the text not only addresses necessary aspects of the R programming language but also demonstrates how to produce useful graphs and statistically analyze and fit data to linear and nonlinear models. It covers Monte Carlo, stochastic, and deterministic methods and explores topics such as numerical differentiation and integration, interpolation and curve fitting, and optimization.