Can Targeted Intervention Mitigate Early Emotional and Behavioral Problems?: Generating Robust Evidence within Randomized Controlled Trials

on average 21.5 weeks pregnant standard deviation SD=7.5

Drug Use on Mont Blanc: A Study Using Automated Urine Collection

Refining Prescription Warning Labels Using Patient Feedback: A Qualitative Study

Adaptation and Latent Structure of the Swahili Version of Beck Depression Inventory-II in a Low Literacy Population in the Context of HIV

Social and Spatial Clustering of People at Humanity's Largest Gathering

Morphological Computation of Haptic Perception of a Controllable Stiffness Probe

bayesian inference 1 function depthestimation
posterior probability of nodule depth estimation
kl divergence 1 function depthestimationkl
kl divergence 1 function depthestimationklr

from Eq (6)<disp formula id="pone.0156982.e008">removedGRAPHIC K s=∂ tau s ∂ q=2
pone.0156982.e013">removedGRAPHIC | e y |=| e z |=l o + i + l 1 + l 2 c - rho</disp formula><disp formula id="pone.0156982.e014">removedGRAPHIC e y -=q - l 2 c</disp formula><disp formula id="pone.0156982.e015">removedGRAPHIC e z -=-q - l 2
Bayesian Inference<p specific use="line">1 function DepthEstimation tau f t=1..5
estimation accuracy<p specific use="line">2 Define P t=0
probe }.<p specific use="line">6 Compute P tau f t | d, r a, i, v probe from phi .;<p specific use="line">7
t -1 d.;<p specific use="line">8 Compute P t(d | tau f) using Eq 25.;<p specific use="line">9
tau f<p specific use="line">11 end<p specific use="line">12 end Fig 7
t=5. removedGRAPHIC The overall accuracy across 10
pone.0156982.e045">removedGRAPHIC G t=P t(d | tau f) log P t(d | tau f) P t=0
r do<p specific use="line">4 delta=1 Initialize correlation distance-1;<p specific use="line">5 t=0
iteration-0;<p specific use="line">6 G 0=0
t=0-0;<p specific use="line">7 while delta>T do<p specific use="line">8 t=t + 1;<p specific use="line">9 Follow Step 5-9
t -1 .;<p specific use="line">12 end<p specific use="line">13
<p specific use="line">14 end<p specific use="line">15
r do<p specific use="line">4 Follow Step 4-6
Algorithm 2;<p specific use="line">5 while delta>T do<p specific use="line">6 t=t + 1;<p specific use="line">7
<p specific use="line">8 Follow Step 9-11
Algorithm 2;<p specific use="line">9 end<p specific use="line">10
tau f<p specific use="line">11 end<p specific use="line">12