How To Speed Up the Search for Cures Through a Change in Probability Theory

"Providing clarity around modern statistical methods will help sponsors bring more cures and meaningful treatments to ...

Understanding Economic Sunspots: Definition, Impact, and Origin

Explore what economic sunspots are, how they influence financial markets independently of fundamentals, and their fascinating ...
Scientific Research Publishing

Papoulis (1965) Probability, Random Variables, and Stochastic Processes. McGraw Hill, Inc.

ABSTRACT: Repeated convolution and truncation of a truncated fat-tailed distribution, instead of Monte Carlo simulation, for pricing a discrete, simple barrier option is presented. The parameters for ...
Microwaves & RF

Estimating the Crest Factor (Peak-to-RMS Ratio) for a Sum of Sinusoidal Signals

Signals composed of a sum of sinusoids are often used when testing components and systems. The peak-to-RMS value of the sum stresses the dynamic range of the component or system, thus correcting a ...
IEEE

A Novel Stochastic Model for IRS-Assisted Communication Systems Based on the Sum-Product of Nakagami-m Random Variables

Abstract: This paper presents exact formulas for the probability distribution function (PDF) and moment generating function (MGF) of the sum-product of statistically independent but not necessarily ...
Electronic Design

Phase-Noise Modeling, Simulation, and Propagation in Phase-Locked Loops (Part 1)

Some brief theory and typical measurements of phase noise. Standard analysis of PLL phase noise used by most CAD applications. How to produce the lowest phase noise at a PLL output. A standard design ...
Frontiers

Adversarial robustness in deep neural networks based on variable attributes of the stochastic ensemble model

1 Henan Key Laboratory of Imaging and Intelligent Processing, PLA Strategy Support Force Information Engineering University, Zhengzhou, Henan, China 2 PLA Strategy Support Force Information ...
Interesting Engineering

Scientists demonstrate control over quantum randomness using laser bias

“We can now control quantum randomness in a vacuum,” claim scientists. It’s hard to think of a vacuum, as it’s a place devoid of matter or light. But in the quantum world, this isn’t true. Tiny ...