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Springer Biased Sampling and Over-Identified Parameters - Springer Statistics

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Description

This comprehensive guide from Springer addresses biased sampling problems, also known as choice-based sampling in econometrics, alongside over-identified parameter estimation challenges. The book covers critical applications across medicine, epidemiology, public health, social sciences and economics, providing researchers and practitioners with essential methods for handling complex data collection scenarios. Topics include case and control studies, causal inference, missing data problems, meta-analysis, renewal processes, length biased sampling, capture and recapture methods, case cohort studies and exponential tilting genetic mixture models. Whether you work in health research, epidemiological studies or economic analysis, this book delivers practical solutions to the sampling bias problems that commonly arise in real-world research.

Key Features

Addresses biased sampling and choice-based sampling problems across medicine, epidemiology, public health, social sciences and economics.

Covers case and control studies with methodologies for managing sampling bias in clinical research design.

Explores causal inference and missing data problems with statistical techniques for handling incomplete information.

Includes meta-analysis approaches and renewal process methods for complex data synthesis.

Provides solutions for length biased sampling, capture and recapture problems, and case cohort studies.

Features exponential tilting and genetic mixture models for advanced parameter estimation challenges.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
09 December 2018
Listed Since
10 December 2018

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