Cargando…

Calculating the Secrets of Life : Contributions of the Mathematical Sciences to Molecular Biology.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lander, Eric S.
Otros Autores: Waterman, Michael S., Staff, National Research Council
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Washington : National Academies Press, 1994.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Calculating the Secrets of Life; Copyright; Preface; Contents; Calculating the Secrets of Life; Chapter 1 The Secrets of Life: A Mathematician's Introduction to Molecular Biology ; BIOCHEMISTRY; CLASSICAL GENETICS; MOLECULAR BIOLOGY; THE RECOMBINANT DNA REVOLUTION; MOLECULAR GENETICS IN THE 1990S; THE HUMAN GENOME PROJECT; COMING ATTRACTIONS; REFERENCES; Chapter 2 Mapping Heredity: Using Probabilistic Models and Algorithms to Map Genes and Genomes ; GENETIC MAPPING; The Concept of Genetic Maps; Challenges of Genetic Mapping: Human Families and Complex Traits; MAXIMUM LIKELIHOOD ESTIMATION.
  • Efficient AlgorithmsStatistical Significance; Excursion: Susceptibility to Colon Cancer in Mice and the Large Deviation Theory of Diffusion Processes; PHYSICAL MAPPING; Assembling Physical Maps by ""Fingerprinting"" Random Clones; Excursion: Designing a Strategy to Map the Human Genome; CONCLUSION; REFERENCES; Chapter 3 Seeing Conserved Signals: Using Algorithms to Detect Similarities between Biosequences ; FINDING GLOBAL SIMILARITIES; Visualizing Alignments: Edit Graphs; The Basic Dynamic Programming Algorithm; FINDING LOCAL SIMILARITIES; VARIATIONS ON SEQUENCE COMPARISON.
  • Variations in Gap Cost PenaltiesThe Duality Between Similarity and Difference Measures; Aligning More Than Two Sequences at a Time; K-Best Alignments; Approximate Pattern Matching; Parallel Computing; COMPARING ONE SEQUENCE AGAINST A DATABASE; Heuristic Algorithms; Sublinear Similarity Searches; OPEN PROBLEMS; REFERENCES; Chapter 4 Hearing Distant Echoes: Using Extremal Statistics to Probe Evolutionary Origins ; GLOBAL SEQUENCE COMPARISONS; Sequence Alignment; Alignment Given; Alignment Unknown; LOCAL SEQUENCE COMPARISONS; Alignment Given; Alignment Unknown; APPLICATION TO RNA EVOLUTION.
  • TWO BEHAVIORS SUFFICERNA EVOLUTION REVISITED; REFERENCES; Chapter 5 Calibrating the Clock: Using Stochastic Processes to Measure the Rate of Evolution ; OVERVIEW; THE COALESCENT AND MUTATION; The Ewens Sampling Formula; Forwards and Backwards in the Tree; Top-down; Bottom-up; The Infinitely-Many-Sites Model; K-Allele Models; The Finitely-Many-Sites Models; MATHEMATICAL VIGNETTE: APPROXIMATING COMBINATORIAL STRUCTURES; Approximations for the Ewens Sampling Formula; Combinatorial Assemblies; Other Combinatorial Structures; The Large Components; WHERE TO NEXT?; Likelihood Methods; Discussion.