Name: Statistical Genomics By Ben Hui Liu
SKU: 9780849331664
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Statistical Genomics Summary

Statistical Genomics: Linkage, Mapping, and QTL Analysis by Ben Hui Liu

Genomics, the mapping of the entire genetic complement of an organism, is the new frontier in biology. This handbook on the statistical issues of genomics covers current methods and the tried-and-true classical approaches.

About Ben Hui Liu

Liu, Ben Hui

Introduction Forward Introducing Genomics Statistical Genomics Related Books Biology in Genomics Introduction Mendelian Genetics and Cytogenetics Population Genetics Quantitative Genetics Molecular Genetics Exercises Introduction to Genomics Genome Genomics Genetic Markers Exercises Statistics in Genomics Introduction Distribution Likelihood Hypothesis Test Estimation Sample Size Determination Summary Exercises Single-Locus Models Introduction Expected Segregation Ratio Marker Screening Natural Population Exercises Two-Locus Models I: Controlled Cross Introduction Linkage Detection Recombination Frequency Estimation Statistical Properties Sample Size Consideration Dominant Markers in F2 Progeny Violation of Assumptions Summary Exercises Two-Locus Model II: Natural Population Introduction Linkage Phase Problem Mixture of Self and Random Mating Exercises Two-Locus Model III: Using Disequilibrium Introduction Linkage Disequilibrium Transmission Disequilibrium Test Other Disequilibrium Based Analysis Estimation of Recombination Frequency Exercises Linkage Grouping and Locus Ordering Introduction Linkage Grouping Three-Locus Ordering Multiple-Locus Ordering Probability of Estimated Locus Orders Exercise Multi-Locus Model Introduction Three-Locus Model Map Function Multi-Locus Map Distance Marker Coverage and Map Density Exercises Linkage Map Merging Introduction Factors Related to Linkage Map Merging Hypothesis on Gene Orders Linkage Map Pooling Exercises QTL Mapping I: Introduction History Quantitative Genetics Models Example Data Exercise QTL Mapping II: Single-Marker Analysis Rationale Single-Marker Analysis in Backcross Progeny Single Marker Analysis Using F2 Progeny Summary Exercises QTL Mapping III: Interval Mapping Introduction Interval Mapping Using Backcross Progeny Interval Mapping Using F2 Progeny Composite Interval Mapping Summary Exercises QTL Mapping IV: Natural Population Introduction Open-Pollinated Populations Sib-Pair Method Exercises QTL Mapping V: Power Introduction Single QTL Detection Power Multiple QTL Exercises QTL Mapping VI: Future Considerations Problems with QTL Mapping QTL Resolution Mapping Strategies What are QTL Future QTL Mapping Exercises Computer Tools Computer Tools for Genomic Data Analysis Future Considerations PGRI (Plant Genome Research Initiative Resampling and Simulation in Genomics Introduction Resampling Computer Simulation Mapping Population Simulation Exercises Bibliography Author Index Subject Index

Additional information

Sku

CIN0849331668A

ISBN 13

9780849331664

ISBN 10

0849331668

Title

Statistical Genomics: Linkage, Mapping, and QTL Analysis by Ben Hui Liu

Author

Ben Hui Liu

Condition

Used - Well Read

Binding type

Hardback

Publisher

Taylor & Francis Inc

Year published

19971229

Number of pages

648

Prizes

N/A

Cover note

Book picture is for illustrative purposes only, actual binding, cover or edition may vary.

Note

This is a used book. We do our best to provide good quality books for you to read, but there is no escaping the fact that it has been owned and read by someone else previously. Therefore it will show signs of wear and may be an ex library book

Statistical Genomics Ben Hui Liu

Statistical Genomics by Ben Hui Liu

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Statistical Genomics Summary

Statistical Genomics: Linkage, Mapping, and QTL Analysis by Ben Hui Liu

About Ben Hui Liu

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