This week’s resource post lists some articles along with source code I’ve posted on CodeProject.

## Probability

Pitfalls in Random Number Generation includes several lessons learned the hard way.

Simple Random Number Generation is a random number generator written in C# based on George Marsaglia’s WMC algorithm.

Finding probability distribution parameters from percentiles

## Numerical computing

Avoiding Overflow, Underflow, and Loss of Precision explains why the most obvious method for evaluating mathematical functions may not work. The article includes C++ source code for evaluating some functions that come up in statistics (particularly logistic regression) that could have problems if naïvely implemented.

An introduction to numerical programming in C#

Five tips for floating point programming gives five of the most important things someone needs to know when working with floating point numbers.

Optimizing a function of one variable with Brent’s method.

Fast numerical integration using the double-exponential transform method. Optimally efficient numerical integration for analytic functions over a finite interval.

Three methods for root-finding in C#

Getting started with the SciPy (Scientific Python) library

Numerical integration with Simpson’s rule

Filling in the gaps: simple interpolation discusses linear interpolation and inverse interpolation, and gives some suggestions for what to do next if linear interpolation isn’t adequate.

## PowerShell

Automated Extract and Build from Team System using PowerShell explains a PowerShell script to automatically extract and build Visual Studio projects from Visual Studio Team System (VSTS) version control.

PowerShell Script for Reviewing Text Show to Users is a tool for finding errors in prose displayed to users that might not be exposed during testing.

Monitoring unreliable scheduled tasks describes a simple program for monitoring legacy processes.

## C++

Calculating percentiles in memory-bound applications gives an algorithm and C++ code for calculating percentiles of a list too large to fit into memory.

Quick Start for C++ TR1 Regular Expressions answers 10 of the first questions that are likely to come to mind when someone wants to use the new regular expression support in C++.

## Resource series

**Last week**: Miscellaneous math notes

**Next week**: Stand-alone numerical code

Looks like the “Automated Extract and Build from Team System using PowerShell” is linked to Gmail.

Thanks, Chris. I corrected the link.