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Probabilistic models are becoming increasingly important in analysing the huge amount of data being produced by large-scale DNA-sequencing efforts such as the Human Genome Project. For example, hidden Markov models are used for analysing biological sequences, linguistic-grammar-based probabilistic models for identifying RNA secondary structure, and probabilistic evolutionary models for inferring phylogenies of sequences from different organisms. This book gives a unified, up-to-date and self-contained account, with a Bayesian slant, of such methods, and more generally to probabilistic methods of sequence analysis. Written by an interdisciplinary team of authors, it aims to be accessible to molecular biologists, computer scientists, and mathematicians with no formal knowledge of the other fields, and at the same time present the state-of-the-art in this new and highly important field.

Nucleotide sequence --- Amino acid sequence --- Numerical analysis. --- Probabilities. --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Mathematical analysis --- Amino acid sequence analysis --- Analysis, Amino acid sequence --- Peptide sequence --- Peptide sequencing --- Protein sequence --- Protein sequencing --- Sequence, Amino acid --- Amino acids --- Proteins --- Sequence alignment (Bioinformatics) --- Analysis, Nucleic acid sequence --- Analysis, Nucleotide sequence --- Base sequence (Nucleic acids) --- DNA sequence --- Nucleic acid sequence analysis --- Nucleotide sequence analysis --- RNA sequence --- Sequence, Nucleotide --- Nucleic acids --- Nucleotides --- Statistical methods. --- Analysis --- Numerical analysis --- Probabilities --- 57.087 --- 57.087 Methods and techniques for parameter estimation. Recording of biological data --- Methods and techniques for parameter estimation. Recording of biological data --- Statistical methods --- 57.088 --- 577.112 --- 577.113 --- #TELE:SISTA --- 577.113 Nucleic acids --- 577.112 Proteins --- 57.088 Special methods and techniques for studing biological molecules. Separation. Centrifuging. X-ray study. Radioisotope methods --- Special methods and techniques for studing biological molecules. Separation. Centrifuging. X-ray study. Radioisotope methods --- Séquence nucléotidique --- Séquence des acides aminés --- Analyse numérique --- Probabilités --- Méthodes statistiques --- Biomathematics. Biometry. Biostatistics --- Analytical biochemistry --- Nucleotide sequence - Statistical methods. --- Amino acid sequence - Statistical methods.

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Soldiers --- Services for --- Government policy --- Finance, Personal. --- United States. --- Rules and practice. --- United States --- Armed Forces --- Pay, allowances, etc.

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