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Preface | |
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Gene Genealogies | |
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Genealogies and Genealogical Thinking | |
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Mutation and Mutation Models | |
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Measures of DNA Sequence Polymorphism | |
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Variation at the PDHA1 Locus in Humans | |
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Probability Theory | |
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Fundamentals of Probability Theory | |
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Events, Probabilities, and Random Variables | |
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Four Famous Probability Distributions | |
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Poisson Processes | |
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Poisson Process Results for the Coalescent | |
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Convolutions of Exponential Distributions | |
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The Coalescent | |
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Population Genetic Models | |
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The Wright-Fisher Model | |
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The Moran Model | |
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The Standard Coalescent Model | |
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Wright-Fisher Model Derivation | |
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Moran Model Derivation | |
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Breeding Structure and Exchangeability | |
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Some Properties of Coalescent Genealogies | |
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Two Measures of the Size of a Genealogy | |
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The Branching Structure of Genealogies | |
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Human-Neanderthal Couples? | |
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Neutral Genetic Variation | |
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The Infinite-Sites Model and Measures of DNA Sequence Polymorphism | |
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The Number Segregating Sites | |
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Pairwise Differences | |
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Site Frequencies | |
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The Infinite-Alleles Model and the Ewens Sampling Formula | |
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Deviations from the Coalescent: Testing "Neutrality" | |
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Test Statistics Based on Site Frequencies | |
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Demographic History and Patterns of Polymorphism | |
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Footprints of Positive Selection in Drosophila simulans | |
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The Structured Coalescent | |
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Markov Processes | |
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Classification of States and Limiting Behavior | |
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Continuous-Time Approximations and Jump Chains | |
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First-Step Analysis | |
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The Structured Coalescent | |
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Predictions for Samples of Size 2 | |
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Geographic Structure | |
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Subdivision with Migration | |
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Gene Trees versus Species Trees in Australian Grass Finches | |
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Strong Natural Selection | |
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Selective Sweeps | |
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Balancing Selection at the Adh Locus in Drosophila melanogaster | |
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Separation of Time Scales | |
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Diploidy and Two Sexes | |
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Markov Processes with Two Time Scales | |
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Strong Migration | |
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Partial Selfing | |
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Many Demes | |
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Samples Larger than Two and Other Extensions | |
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Ancestral Graphs | |
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The Ancestral Selection Graph | |
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The Ancestry of a Highly Deleterious Allele | |
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The Ancestral Recombination Graph | |
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The Two-Locus Model: Covariance in Ancestry | |
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The Number of Segregating Sites | |
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The Number of Recombination Events | |
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Linkage Disequilibrium and Coalescence Times | |
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Linkage Disequilibrium in the Human Genome | |
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Simulations and Inference | |
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The Age of the ZFY Intron in Humans | |
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Monte Carlo Integration and the Coalescent | |
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Mutation Models | |
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Concepts of Statistical Inference and the Coalescent | |
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Frequentist versus Bayesian Approaches | |
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Computing Likelihoods of Full Data Patterns | |
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Importance Sampling Methods | |
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Markov Chain Monte Carlo Methods | |
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Future Directions | |
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References | |
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Author Index | |
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Subject Index | |