Cantitate/Preț
Produs
Total produse
Vezi coșul
Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications de Jürgen Pilz

Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications: Contributions to Statistics

Editat de Jürgen Pilz, Viatcheslav B. Melas, Arne Bathke
en Limba Engleză Paperback – 20 oct 2024
This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications.
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 112225 lei  38-44 zile
  Springer – 20 oct 2024 112225 lei  38-44 zile
Hardback (1) 117428 lei  6-8 săpt.
  Springer International Publishing – 20 oct 2023 117428 lei  6-8 săpt.

Din seria Contributions to Statistics

  • 15% Functional Statistics and Applications: Selected Papers from MICPS-2013
    Preț: 61597 lei
  • 18% mODa 10 – Advances in Model-Oriented Design and Analysis: Proceedings of the 10th International Workshop in Model-Oriented Design and Analysis Held in Łagów Lubuski, Poland, June 10–14, 2013
    Preț: 90680 lei
  • Statistical Theory and Computational Aspects of Smoothing: Proceedings of the COMPSTAT ’94 Satellite Meeting held in Semmering, Austria, 27–28 August 1994
    Preț: 37231 lei
  • 15% Asymptotic Statistics: Proceedings of the Fifth Prague Symposium, held from September 4–9, 1993
    Preț: 62463 lei
  • 15% Computational Aspects of Model Choice
    Preț: 61566 lei
  • Advances in Complex Data Modeling and Computational Methods in Statistics
    Preț: 40509 lei
  • 18% Statistical Methods for the Evaluation of University Systems
    Preț: 90800 lei
  • 18% Time Series Analysis and Forecasting: Selected Contributions from ITISE 2017
    Preț: 91633 lei
  • 5% Health in Megacities and Urban Areas
    Preț: 72477 lei
  • Statistical Modelling in Biostatistics and Bioinformatics: Selected Papers
    Preț: 37841 lei
  • A Mathematical Theory of Arguments for Statistical Evidence
    Preț: 36492 lei
  • Statistical Methods for Spatial Planning and Monitoring
    Preț: 36640 lei
  • 18% Statistical Methods for the Evaluation of Educational Services and Quality of Products
    Preț: 90617 lei
  • 15% mODa 11 - Advances in Model-Oriented Design and Analysis: Proceedings of the 11th International Workshop in Model-Oriented Design and Analysis held in Hamminkeln, Germany, June 12-17, 2016
    Preț: 61441 lei
  • 15% Functional Statistics and Related Fields
    Preț: 61645 lei
  • Partially Linear Models
    Preț: 36916 lei
  • 18% Recent Studies on Risk Analysis and Statistical Modeling
    Preț: 76211 lei
  • 15% Reduced Rank Regression: With Applications to Quantitative Structure-Activity Relationships
    Preț: 61300 lei
  • 15% Micro- and Macrodata of Firms: Statistical Analysis and International Comparison
    Preț: 63896 lei
  • 15% MODA 5 - Advances in Model-Oriented Data Analysis and Experimental Design: Proceedings of the 5th International Workshop in Marseilles, France, June 22–26, 1998
    Preț: 61695 lei
  • Computational Statistics: Papers Collected on the Occasion of the 25th Conference on Statistical Computing at Schloß Reisensburg
    Preț: 38820 lei
  • 18% Functional and Operatorial Statistics
    Preț: 91496 lei
  • MODA4 — Advances in Model-Oriented Data Analysis: Proceedings of the 4th International Workshop in Spetses, Greece June 5–9, 1995
    Preț: 38709 lei
  • 18% Recent Advances in Functional Data Analysis and Related Topics
    Preț: 132836 lei
  • 18% Price Indexes in Time and Space: Methods and Practice
    Preț: 90710 lei
  • Contributions to Sampling Statistics
    Preț: 40777 lei
  • 20% Complex Data Modeling and Computationally Intensive Statistical Methods
    Preț: 32024 lei
  • 15% Testing for Random Walk Coefficients in Regression and State Space Models
    Preț: 61757 lei
  • Complex Models and Computational Methods in Statistics
    Preț: 37712 lei
  • 20% Data Structures for Computational Statistics
    Preț: 62657 lei
  • 18% Time Series Analysis and Forecasting: Selected Contributions from the ITISE Conference
    Preț: 91877 lei
  • 18% Big and Complex Data Analysis: Methodologies and Applications
    Preț: 76152 lei
  • Industrial Statistics: Aims and Computational Aspects. Proceedings of the Satellite Conference to the 51st Session of the International Statistical Institute (ISI), Athens, Greece, August 16-17, 1997.
    Preț: 37491 lei
  • 15% Advances in Time Series Analysis and Forecasting: Selected Contributions from ITISE 2016
    Preț: 62810 lei
  • 15% New Diagnostic, Therapeutic and Organizational Strategies for Acute Coronary Syndromes Patients
    Preț: 61441 lei
  • 15% MODA 7 - Advances in Model-Oriented Design and Analysis: Proceedings of the 7th International Workshop on Model-Oriented Design and Analysis held in Heeze, The Netherlands, June 14–18, 2004
    Preț: 61394 lei
  • 15% Trends and Perspectives in Linear Statistical Inference: LinStat, Istanbul, August 2016
    Preț: 62038 lei
  • Multivariate Total Quality Control: Foundation and Recent Advances
    Preț: 37026 lei
  • Foundations of Statistical Inference: Proceedings of the Shoresh Conference 2000
    Preț: 37084 lei
  • 18% Household Behaviour, Equivalence Scales, Welfare and Poverty
    Preț: 90877 lei

Preț: 112225 lei

Preț vechi: 147664 lei
-24% Nou

Puncte Express: 1683
Preț estimativ în valută:
19864€ • 23155$ • 17372£

Carte tipărită la comandă

Livrare economică 16-22 ianuarie 26

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9783031400575
ISBN-10: 3031400577
Pagini: 276
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.42 kg
Editura: Springer
Seria Contributions to Statistics

Cuprins

- Part I Invited Papers. - 1. Likelihood Ratios in Forensics: What They Are and What They Are Not. - 2. MANOVA for Large Number of Treatments. - 3. Pollutant Dispersion Simulation by Means of a Stochastic Particle Model and a Dynamic Gaussian Plume Model. - 4. On an Alternative Trigonometric Strategy for Statistical Modeling. - Part II Design of Experiments. - 5. Incremental Construction of Nested Designs Based on Two-Level Fractional Factorial Designs. - 6. A Study of L-Optimal Designs for the Two-Dimensional Exponential Model. - 7. Testing for Randomized Block Single-Case Designs by Combined Permutation Tests with Multivariate Mixed Data. - 8. Adaptive Design Criteria Motivated by a Plug-In Percentile Estimator. - Part III Queueing and Inventory Analysis. - 9. On a Parametric Estimation for a Convolution of Exponential Densities. - 10. Statistical Estimation with a Known Quantile and Its Application in a Modified ABC-XYZ Analysis. - Part IV Machine Learning and Applications. - 11. A Study of Design of Experiments and Machine Learning Methods to Improve Fault Detection Algorithms. - 12. Microstructure Image Segmentation Using Patch-Based Clustering Approach. - 13. Clustering and Symptom Analysis in Binary Data with Application. - 14. Big Data for Credit Risk Analysis: Efficient Machine Learning Models Using PySpark.

Notă biografică

Jürgen Pilz is Professor Emeritus at the Department of Statistics at the Alpen-Adria University Klagenfurt in Austria. His research areas include Bayesian statistics, spatial statistics, environmental and industrial statistics, statistical quality control and design of experiments.Viatcheslav B. Melas is a Professor at the Department of Stochastic Simulation at the St. Petersburg State University, Russia. His research areas include experimental design, stochastic simulation and regression analysis, with a focus on functional approaches to optimal experimental design.
Arne Bathke is Full Professor of Statistics at the Paris Lodron University Salzburg, Austria. His main research interests are related to nonparametric and multivariate statistics applied in different fields, from social sciences to biomedicine and engineering.

Textul de pe ultima copertă

This volume presents a selection of articles on statistical modeling and simulation, with a focus on different aspects of statistical estimation and testing problems, the design of experiments, reliability and queueing theory, inventory analysis, and the interplay between statistical inference, machine learning methods and related applications. The refereed contributions originate from the 10th International Workshop on Simulation and Statistics, SimStat 2019, which was held in Salzburg, Austria, September 2–6, 2019, and were either presented at the conference or developed afterwards, relating closely to the topics of the workshop. The book is intended for statisticians and Ph.D. students who seek current developments and applications in the field.

Caracteristici

Presents current developments in statistical modeling and simulation Focuses on experimental design and machine learning applications Features invited contributions