Generalized linear models are the workhorse of many inferential problems. Also in modern era with high-dimensional settings, such have been proven to be effective exploratory tools. Most attention has paid Gaussian, binomial and Poisson which efficient computational implementations where either dispersion parameter is largely irrelevant or absent. However, general GLMs parameters $\phi$ that af...

The Fast Fourier Transform was applied to spatial spectrum modeling of a one-dimensional fractal (Cantor set), a two-dimensional fractal (Sierpinski carpet), and a three-dimensional fractal (Menger sponge). A spectrum is developed for different levels. The spatial spectrum was also obtained and modeled for various filling parameters. The ParaView software package was used for 3D modeling.

The concern for software reliability has grown over a period of time especially with the advent of real life systems such as satellite and shuttle control, telephone, internet and banking services. In today’s life the computers are being used to monitor and control safety critical and civilian systems with a great demand for high-quality software products. So reliability is a primary concern fo...