Kernel smoothing refers to a general methodology for recovery of underlying structure in data sets. The basic principle is that local averaging or smoothing is performed with respect to a kernel fun……続きを見る
Die theoretischen Annahmen der folgenden mathematischen Themen werden in diesem Buch vorgestellt:
numerische Abfolgen
Zahlenreihe
kombinatorischer Kalkül
elementare Statistik
Jedes Thema wird behand……続きを見る
Os pressupostos teóricos dos seguintes tópicos matemáticos são apresentados neste livro:
sucessões numéricas
série numérica
cálculo combinatório
estatística elementar
Cada tópico é tratado enfatizan……続きを見る
Alle mathematischen Themen rund um die Statistik werden in diesem Buch vorgestellt:
kombinatorischer Kalkül
Wahrscheinlichkeits- und Elementarstatistik
zufällige Variablen
kontinuierliche und diskre……続きを見る
Todos os tópicos matemáticos relacionados à estatística são apresentados neste livro:
cálculo combinatório
probabilidade e estatistica elementar
variáveis aleatórias
distribuições de probabilidade c……続きを見る
Be a part of the Tiny Machine Learning (TinyML) revolution in the ever-growing world of IoT. This book examines the concepts, workflows, and tools needed to make your projects smarter, all within th……続きを見る
This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reade……続きを見る
Computational finance is increasingly important in the financial industry, as a necessary instrument for applying theoretical models to real-world challenges. Indeed, many models used in practice in……続きを見る
This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical t……続きを見る
Products of Random Variables explores the theory of products of random variables through from distributions and limit theorems, to characterizations, to applications in physics, order statistics, an……続きを見る
Learn How to Program Stochastic ModelsHighly recommended, the best-selling first edition of Introduction to Scientific Programming and Simulation Using R was lauded as an excellent, easy-to-read int……続きを見る
The next step in the evolution of the organizational quality field, Lean Six Sigma (LSS) has come of age. However, many challenges to using LSS in lieu of, in conjunction with, or integrated with ot……続きを見る
Describes ways of assessing forensic science evidence and the means of communicating the assessment to a court of law. The aim of this work is to ensure that the courts consider seriously the probab……続きを見る
This book marks one of the first applications of the Medicine Network discipline to an everyday scenario. It explores situations where patients, often in adolescence, grapple with the decision of wh……続きを見る
This book provides basic knowledge required by an application developer to understand and use the Fully Homomorphic Encryption (FHE) technology for privacy preserving Data-Science applications. The ……続きを見る
This classic textbook covers all aspects of risk theory in a practical way. It builds on from the late R.E. Beard's extremely popular book Risk Theory, but features more emphasis on simulation and m……続きを見る
When interpreting environmental data, scientists and engineers first must select the correct statistical tool to use for their analysis. By doing this they will be able to make sound decisions in th……続きを見る
Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging……続きを見る
Written by pioneers in this exciting new field, Algebraic Statistics introduces the application of polynomial algebra to experimental design, discrete probability, and statistics. It begins with an ……続きを見る
This book investigates novel methods and technologies for the collection, analysis and representation of real-time user-generated data at the urban scale in order to explore potential scenarios for ……続きを見る
Learn the Julia programming language as quickly as possible. This book is a must-have reference guide that presents the essential Julia syntax in a well-organized format, updated with the latest fea……続きを見る
In questo libro sono presentati tutti gli argomenti matematici legati alla statistica: calcolo combinatorio
probabilità e statistica elementare
variabili aleatorie
distribuzioni di probabilità conti……続きを見る
This practical introduction to second-order and growth mixture models using Mplus introduces simple and complex techniques through incremental steps.
The authors extend latent growth curves to secon……続きを見る
Design and Analysis of Cross-Over Trials is concerned with a specific kind of comparative trial known as the cross-over trial, in which subjects receive different sequences of treatments. Such trial……続きを見る
This book uses worked examples to showcase several mathematical methods that are essential to solving real-world process engineering problems. The third edition includes additional examples related ……続きを見る
This handbook shows how the techniques of point-pattern analysis are useful for tackling ecological problems. Within an ecological framework, it guides readers through a variety of methods for diffe……続きを見る
This book constitutes the refereed proceedings of the Third International Joint Conference on Discrete Geometry and Mathematical Morphology, DGMM 2024, held in Florence, Italy during April 15–18, 20……続きを見る
In this book, exercises are carried out regarding the following mathematical topics:
estimation theory
hypothesis testing and verification
linear regression
Initial theoretical hints are also presen……続きを見る
All mathematical topics related to statistics are presented in this book:
combinatorial calculus
probability and elementary statistics
random variables
continuous and discrete probability distributi……続きを見る
In this book, exercises are carried out regarding the following mathematical topics:
random variables, mean, variance, covariance
marginal and joint probability distributions
continuous and discrete……続きを見る
