Data analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and te…
"With the increasing advances in hardware technology for data collection, and advances in software technology (databases) for data organization, computer scientists have increasingly participated in the latest advancements of the outlier analysis field. Computer scientists, spec…
Questo volume è dedicato al campionamento da popolazioni finite. L'esposizione della materia procede per gradi, partendo dal disegno semplice e introducendo via via successive generalizzazioni. In questo modo il lettore è condotto ad apprendere i temi del campionamento in modo p…
Die 8. Auflage dieses Buches basiert auf IBM SPSS Statistics 21 (Base und Exact Tests). Die Autoren demonstrieren mit möglichst wenig Mathematik, detailliert und anschaulich anhand von Beispielen aus der Praxis, die statistischen Methoden und deren Anwendungen. Der Anfänger find…
This book is for students and researchers who have had a first year graduate level mathematical statistics course. It covers classical likelihood, Bayesian, and permutation inference; an introduction to basic asymptotic distribution theory; and modern topics like M-estimation, t…
R for Business Analytics looks at some of the most common tasks performed by business analysts and helps the user navigate the wealth of information in R and its 4000 packages. With this information the reader can select the packages that can help process the analytical tasks wi…
Signal processing may broadly be considered to involve the recovery of information from physical observations. The received signal is usually disturbed by thermal, electrical, atmospheric or intentional interferences. Due to the random nature of the signal, statistical technique…
Signal processing may broadly be considered to involve the recovery of information from physical observations. The received signal is usually disturbed by thermal, electrical, atmospheric or intentional interferences. Due to the random nature of the signal, statistical technique…
The book presents an introduction to Stochastic Processes including Markov Chains, Birth and Death processes, Brownian motion and Autoregressive models. The emphasis is on simplifying both the underlying mathematics and the conceptual understanding of random processes. In partic…
Many research studies in the social and economic fields regard the collection and analysis of large amounts of data. These data sets vary in their nature and complexity, they may be one-off or repeated, they may be hierarchical, spatial or temporal. Examples include textual data…
Statistische Verfahren werden sowohl in der Wirtschaft als auch in den Natur- und Sozialwissenschaften eingesetzt. Die Statistik gilt trotzdem als schwierig. Um diese Hemmschwelle zu überwinden, geben die Autoren eine didaktisch ausgefeilte, anwendungsbezogene Einführung in die …