Statistical Modeling and Applications on Real-Time Problems

Enhancing Understanding and Practical Implementation
 
Edition number: 1
Publisher: CRC Press
Date of Publication:
 
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Short description:

This comprehensive text offers insights into diverse fields such as engineering, economics, medicine, and agriculture, addressing real-world challenges. It delves into the intricacies of the Lomax distribution under a Type II censoring scheme, exploring various loss functions.

Long description:

In the dynamic landscape of modern data analysis, this curated guide by global experts explores the latest in statistical methodologies, modeling techniques, and optimization strategies. This comprehensive text offers insights into diverse fields such as engineering, economics, medicine, and agriculture, addressing real-world challenges. It delves into the intricacies of the Lomax distribution under a Type II censoring scheme, exploring various loss functions. The compilation uncovers estimators for population proportion, product of two population means, and more, supported by empirical and simulation studies. Additionally, it scrutinizes the prevalence of caesarean section deliveries in India, correlating with socio-economic factors.


 


This book


?       Traverses diverse fields for insights into real-world challenges.


?       Delves into the intricacies of the Lomax distribution under a Type II censoring scheme.


?       Uncovers estimators supported by empirical and simulation studies.


?       Scrutinizes the prevalence of caesarean section deliveries in India, correlating with socio-economic factors.


This compilation promises a holistic exploration of advanced statistical and optimization methods, offering readers valuable insights into their pragmatic applications across a spectrum of real-world issues.

Table of Contents:

1. Comparison Between Ml, Bayes and E-Bayes Estimates of ??(??) and ??(??) for Lomax Distribution under Type-2 Censoring Scheme. 2. Estimating Population Proportion using Auxiliary Character under Non-Response in Stratified Sampling. 3. Estimation of Ratio and Product of Two Population Means under PPS Sampling With and Without Measurement Error. 4. An efficient estimator of population mean in successive sampling using auxiliary information. 5. A Comparative Study regarding Prevalence of Caesarean Section in Indian Female. 6. A Review on Estimation of Ratio and Product of Two Population Means. 7. Statistical Analysis of Agriculture Productivity Cost for Different Zones of India. 8. Comparative and Performance Analyses of Unreliable Server Queues: An Economic Perspective. 9. A Single-server feedback queuing system with Encouraged Arrivals Customers? Impatience, and Catastrophe. 10. Solution of Real Life Optimization Problems. 11. Role and Importance of Multi-criteria decision-making (MCDM) as an Optimization technique.