Data Analysis and Related Applications 4

New Approaches

Yiannis Dimotikalis, Christos H. Skiadas

• Publisher: Wiley-ISTE
• Year: 2024
• Print ISBN:
  9781786309921
• Edition: 1
• eBook ISBN:
  9781394316939
• Topic: Computer Science
• Subtopic: Data Mining
• Index: Computer Science

This book is a collective work by a number of leading scientists, analysts, engineers, mathematicians and statisticians who have been working at the forefront of data analysis and related applications, arising from data science, operations research, engineering, machine learning or statistics. The chapters of this collaborative work represent a cross-section of current research interests in the above scientific areas. The collected material has been divided into appropriate sections to provide the reader with both theoretical and applied information on data analysis methods, models and techniques, along with appropriate applications.

Data Analysis and Related Applications 4 investigates a number of different topics in the areas mentioned above, touching on statistical analysis, stochastic processes, estimation methods, algorithms, distributions and networks, among others.

Table of contents

• Cover
• Title Page
• Copyright Page
• Contents
• Chapter 1. On the First-Passage Area of a One-Dimensional Diffusion Process with Stochastic Resetting
• Chapter 2. Statistical Analysis of Groundwater Level in Slovakia
• Chapter 3. Stochastic Processes Associated with Fully Nonlinear Parabolic Equations Arising in Financial Mathematics
• Chapter 4. An Improved Shape Parameter Estimation Method for the Pareto Model
• Chapter 5. BSDE-. Scheme for the Heston Model: Valuation of American Options
• Chapter 6. Age-replacement Policy for Series Systems Under Parameter Uncertainty in Lifetime Distribution
• Chapter 7. New Bicluster Algorithm for Trading
• Chapter 8. A Flexible Generalization of the Latent Dirichlet Allocation
• Chapter 9. Extreme Value Parameters Estimation: An Overview
• Chapter 10. Some Properties on Optimal Maintenance Policies for k-out-of-n:G Systems Considering Imperfect Repair with Controllable Repair Levels
• Chapter 11. Stochastic Orders and Reliability Properties for the Deficit at Ruin and Bounds for the Laplace Transform of a Compound Geometric Distribution
• Chapter 12. A New Family of Continuous Univariate Distributions with Applications in Actuarial Science
• Chapter 13. Simple Form of Probability Density Functions via Sampling
• Chapter 14. Optimizing Financial Trading Strategies Using Dynamic Bayesian Networks
• Chapter 15. Quantitative Methods for Analysing the Risk and Timing of Bankruptcy of Small and Medium Enterprises
• Chapter 16. Network of Adaptive Frequency Oscillators in a Ballistic, Non-Gaussian, Noisy Environment
• Chapter 17. Penalised Regression Adaptations of the Longstaff–Schwartz Algorithm for Pricing American Options
• Chapter 18. International Auditing Standards and Their Contribution to the Limitation of Accounting Fraud
• Chapter 19. Equivariant Robust Estimators for Moment Condition Models
• Chapter 20. Continuous Increasing Probability Density Functions: An Approach Through Sampling
• Chapter 21. The Importance of the Initial Selection of Suppliers in the Food Service Divisions of Hotels, the Current Situation in the Supply Chain of Greece
• Chapter 22. Compliance with IUU Fisheries of Manila Clams in the Tagus Estuary
• Chapter 23. The Expectation of a Mixed Moving Average Process Subject to Ambiguous Lévy Basis
• List of Authors
• Index
• Other titles from ISTE in Innovation, Entrepreneurship and Management
• EULA