Examination of the average <i>h</i>*<i>s</i> model space.

<p>The average <i>h*s</i> space is calculated as the average over the 5 bins of the discrete DFE of the expected value of <i>s</i> for each bin multiplied by <i>h</i> for that bin. <b>(A)</b> Average <i>h</i>*<i>s</i> values of the 4096 models evaluated. Note that the space of average <i>h</i>*<i>s</i> is not exactly uniform. <b>(B)</b> However, models across the range of the average <i>h</i>*<i>s</i> space have high log-likelihood, indicating a good fit to the data. Red points denote those models with a log-likelihood <4.74 units below the fully additive model. <b>(C)</b> Same as <b>(B)</b>, but zooming in on the top of the y-axis.</p> <p>(PDF)</p>

Publication Details

Journal
Figshare
Published
2024-09-20
DOI
https://doi.org/10.1371/journal.pgen.1011198.s015
Primary Topic
Statistical Methods and Bayesian Inference
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Examination of the average h*s model space.

Figshare
Statistical Methods and Bayesian Inference
article

Examination of the average h*s model space.

article en

Abstract

<p>The average <i>h*s</i> space is calculated as the average over the 5 bins of the discrete DFE of the expected value of <i>s</i> for each bin multiplied by <i>h</i> for that bin. <b>(A)</b> Average <i>h</i>*<i>s</i> values of the 4096 models evaluated. Note that the space of average <i>h</i>*<i>s</i> is not exactly uniform. <b>(B)</b> However, models across the range of the average <i>h</i>*<i>s</i> space have high log-likelihood, indicating a good fit to the data. Red points denote those models with a log-likelihood <4.74 units below the fully additive model. <b>(C)</b> Same as <b>(B)</b>, but zooming in on the top of the y-axis.</p> <p>(PDF)</p>

Figshare
Openalex Percentile: Top 66%
Statistical Methods and Bayesian Inference
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.