Ultrafast photonics has become an interdisciplinary topic of high international research interest because of the spectacular development of compact and efficient lasers producing optical pulses with durations in the femtosecond time domain. Present day long-haul telecommunications systems are almost entirely based on the transmission of short bursts or pulses of laser light along silicon optical fibres, with Erbium-doped fibre amplifiers inserted to regenerate the signals periodically. The phenomenal success of optical fibre communications has created a substantial opto-electronics industry...

Examining various methods of debt management used in the US., Handbook of Debt Management, provides a comprehensive analysis of securities offered for sale by municipalities, states, and the federal government. The book covers laws regarding municipal bonds, the economic choice between debt and taxes and the tax-exempt status of municipal bond owners, capital budgeting, including state and local government practices, developing governmental and intergovernmental debt policies, pay-as-you-go with debt financing for capital projects, US Internal Revenue Service regulations on arbitrage in state...

Originally published in 1990, the first edition of Subset Selection in Regression filled a significant gap in the literature, and its critical and popular success has continued for more than a decade. Thoroughly revised to reflect progress in theory, methods, and computing power, the second edition promises to continue that tradition. The author has thoroughly updated each chapter, incorporated new material on recent developments, and included more examples and references. New in the Second Edition: A separate chapter on Bayesian methods Complete revision of the chapter on estimation A major...

This book takes a new and up-to-date look at the prominent theory that the left hemisphere is specialised for representing patterns extended in time whereas the right hemisphere represents simultaneous or 'spatial' patterns. What makes it unique in the field is that it looks at this theory from a neurobiological basis. It suggests that the difference resides in the range of conduction times in the axons connecting different regions of the cortex in each hemisphere. This hypothesis is discussed with respect to theoretical models of brain dynamics, and both gross and microscopic structure of...

In this book, you will explore two important Python packages used by Data Analysts, NumPy & pandas. You will dive into different concepts such as reading, sorting, grouping of data, and also learn how to work with different data formats for your data analysis projects.