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1Academic Journal
المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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2Academic Journal
المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
الاتاحة: https://doi.org/10.1371/journal.ppat.1011861.s004
https://figshare.com/articles/figure/Comparison_of_the_model_prediction_errors_for_the_training_data_set_when_drawing_observations_from_a_Laplace_distribution_and_a_Normal_distribution_within_the_infant-trained_hierarchical_model_formulation_/24880937 -
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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8Image
المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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12
المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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13Image
المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
الاتاحة: https://doi.org/10.1371/journal.ppat.1011861.g009
https://figshare.com/articles/figure/Many_infant-trained_Bayesian_hierarchical_model_parameters_are_estimated_for_each_observation_i_j_i_i_J_i_gene_region_i_f_i_i_F_i_and_individual_i_i_i_i_I_i_in_the_training_data_set_when_fitting_the_model_/24880976 -
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المؤلفون: Magdalena L. Russell, Carolyn S. Fish, Sara Drescher, Noah A. J. Cassidy, Pritha Chanana, Sarah Benki-Nugent, Jennifer Slyker, Dorothy Mbori-Ngacha, Rose Bosire, Barbra Richardson, Dalton Wamalwa, Elizabeth Maleche-Obimbo, Julie Overbaugh, Grace John-Stewart, Frederick A. Matsen IV, Dara A. Lehman
مصطلحات موضوعية: Medicine, Microbiology, Evolutionary Biology, Sociology, Science Policy, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, provide accurate predictions, performed illumina sequencing, frequent hiv testing, point viral load, timing hiv acquisition, hiv rna diversification, additional 15 infants, 22 kenyan infants, yet infection timing, unknown whether adult, unknown infection timing, div >< p, define infection timing, characterized infection timing, viral diversification varies, median rate within, limited data characterizing, trained models [<, viral diversity accumulates, infants , viral diversification, hiv infection
الاتاحة: https://doi.org/10.1371/journal.ppat.1011861.s003
https://figshare.com/articles/figure/Posterior_predictive_checks_show_that_the_replicated_data_generated_under_the_i_infant-trained_hierarchical_model_i_look_similar_to_the_observed_data_in_terms_of_median_and_standard_deviation_but_not_in_terms_of_minimum_or_maximum_/24880934