It's all about the sex, or is it? Humans, horses and temperament

multinomial generalised linear mixed model
binomial generalised linear mixed model analysis

Effects of anti-pronation shoes on lower limb kinematics and kinetics in female runners with pronated feet: The role of physical fatigue

pronation shoe (178.1+-7.6 beats/min), p>0.05

Linking management planning for coastal wetlands to potential future wave attenuation under a range of relative sea-level rise scenarios

0.5% per m), while others (3) report<0.025%

Neural decoding with visual attention using sequential Monte Carlo for leaky integrate-and-fire neurons

neurons can only switch attention between intervals
neuron switches attention between 2 consecutive time intervals
now establish sequential monte carlo method
forward filtering backward smoothing algorithm
performance of different particle method

y=(y^1 ..., y^M) is<disp formula id="pone.0216322.e013">removedGRAPHIC p (y | s)=∏ m=1
pone.0216322.e017">removedGRAPHIC { lambda k l, n } l=1..., K ~ Dir ({ V lambda -1 lambda k l, n -1 } l=1..., K) ; ∑ l=1 K lambda k l, n=1, lambda k l, n<0 C n ~ Γ C n -1) C n ∈ { 1
n=1..., N, after we observe all data y 1
<disp formula id="pone.0216322.e032">removedGRAPHIC S^n=∑ i=1
variables follow<disp formula id="pone.0216322.e034">removedGRAPHIC U j=j + U ¯ I, j=0, 1..., I -1
i=1, 2..., I, after resampling is<disp formula id="pone.0216322.e035
particle i=1..., I do<p specific use="line">2
C 1, i ~ U {1..., K }; gamma 1, i ~ U (0, max gamma) removedGRAPHIC b 1, i k ~ U (0, max b) removedGRAPHIC S 1, i k ~ U (0, max S), k=1..., K<p specific use="line">4
w i=p (y 1 | S 1, i C 1, i)<p specific use="line">5
particle i=1..., I do<p specific use="line">9
from distributions (10)<p specific use="line">10
particle i=1..., I do<p specific use="line">7
i C n, i | S n -1, i C n, i, θ n -1, i)<p specific use="line">9
gamma 1, i ~ U (0, max gamma) removedGRAPHIC b 1, i k ~ U (0, max b) removedGRAPHIC S 1, i k ~ U (0, max S), k=1..., K<p specific use="line">4
w i=p (y 1 | S 1, i)<p specific use="line">5
i | S n -1, i, θ n -1, i)<p specific use="line">8
pone.0216322.e076">removedGRAPHIC S^n - delta n=∑ i=1
pone.0216322.e077">removedGRAPHIC rRMSD=1 10 N ∑ n=1 N ∑ l=1 10
pone.0216322.e102">removedGRAPHIC S^n - delta n=∑ i=1