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