scholarly journals Tractable Bayesian density regression via logit stick-breaking priors

2021 ◽  
Vol 211 ◽  
pp. 131-142
Author(s):  
Tommaso Rigon ◽  
Daniele Durante
Keyword(s):  
2021 ◽  
Vol 68 ◽  
pp. 101892
Author(s):  
Shenghua He ◽  
Kyaw Thu Minn ◽  
Lilianna Solnica-Krezel ◽  
Mark A. Anastasio ◽  
Hua Li

2018 ◽  
Vol 13 (3) ◽  
pp. 897-916 ◽  
Author(s):  
Jim Griffin ◽  
Fabrizio Leisen
Keyword(s):  

Bernoulli ◽  
2016 ◽  
Vol 22 (1) ◽  
pp. 396-420 ◽  
Author(s):  
Weining Shen ◽  
Subhashis Ghosal

1990 ◽  
Vol 47 (9) ◽  
pp. 1724-1737 ◽  
Author(s):  
James W. A. Grant ◽  
Donald L. Kramer

We examined the old, but untested hypothesis that territory size limits the maximum population density of salmonids in streams. We used published data to derive an interspecific regression of territory size (m2) on fork length (cm) (log10 territory size = 2.61 log10 length—2.83, r2 = 0.87, n = 23). Growth and mortality trajectories of salmonid cohorts from eight experimental studies were compared to the maximum-density regression, the inverse of the territory–size regression. In shallow habitats, such as riffles and raceways, the cohort trajectories followed the maximum density regression quite closely and were consistent with the territory–size hypothesis. In addition, natural densities in eight other studies did not exceed the predicted maximum density and tended to fail within the 95% C.L. of the maximum-density regression. Data from shallow habitats, therefore, provide strong support for the territory–size hypothesis. A linear logistic response model showed that the probability of observing density-dependent growth, mortality, or emigration increased significantly with increasing values of an index of habitat saturation, developed from the territory–size regression. Our results suggest that the territory–size regression has practical value for predicting the maximum densities of stream-dwelling salmonids in shallow habitats and the occurrence of density-dependent population responses.


1971 ◽  
Vol 103 (5) ◽  
pp. 638-649 ◽  
Author(s):  
Robert P. Geckler

AbstractLarvae of the marsh fly, Sepedon tenuicornis Cresson, were used to determine (1) number and approximate volume of snails killed before pupation, (2) time required to make the first kill as a function of distance and snail density, and (3) vulnerability of snails of different sizes to larvae of different sizes.Results1. Mean number of snails killed (by 34 larvae): 8.1 ± 2.5, (S.E.) Volume: 544 ± 256 mm3.2. Regression line relating time required to kill as a function of snail density: T (minutes) = 65.3–111.6 × (snail density).Regression line relating time to kill and snail densities of 0.6 and 1.2 snails/cm as a function of distance from snails: T = 0.79–0.33 × (distance).Data from a snail density of 0.3/cm could not be pooled because of high day-to-day variation in larvae.3. Vulnerability of snails can be expressed for each larva length by the equation: Fraction of snails killed = a + b × (snail size).Values of a and b are as follows:


Entropy ◽  
2015 ◽  
Vol 17 (6) ◽  
pp. 3679-3691
Author(s):  
Wei Dang ◽  
Keming Yu

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