TABLE 3.
Parameters, prior distributions, and summary of posterior distributions from the multistate robust‐design model for San Francisco gartersnakes (Thamnophis sirtalis tetrataenia) captured at two sites from 2007 to 2020. The prior “N(mean, SD)” represents a normal distribution with mean and standard deviation (SD), “Exp(scale)” is an exponential distribution with a scale parameter, a “Beta(shape1, shape2)” is a beta distribution with two shape parameters, and Uniform(lower, upper) is a uniform distribution between a lower and upper limit. Mean and SD are summary statistics from the posterior distribution for each parameter, and 2.50% and 97.50% indicate percentiles of the posterior distribution
Parameter | Description | Prior | Posterior | |||
---|---|---|---|---|---|---|
Mean | SD | 2.50% | 97.50% | |||
p f,C | Mean daily recapture probability of females at Site C | Beta(1,1) | 0.010 | 0.005 | 0.005 | 0.023 |
p m,C | Mean daily recapture probability of males at Site C | Beta(1,1) | 0.010 | 0.004 | 0.005 | 0.022 |
p f,I | Mean daily recapture probability of females at Site I | Beta(1,1) | 0.014 | 0.009 | 0.004 | 0.039 |
p m,I | Mean daily recapture probability of males at Site I | Beta(1,1) | 0.020 | 0.012 | 0.007 | 0.052 |
αp ,at | Slope of relationship between p and air temperature | N(0,1) | 0.183 | 0.082 | 0.023 | 0.344 |
αp ,rh | Slope of relationship between p and relative humidity | N(0,1) | −0.214 | 0.068 | −0.347 | −0.080 |
αp ,at | Slope of relationship between p and day of year | N(0,1) | −0.265 | 0.089 | −0.442 | −0.093 |
αp ,at | Effect of precipitation in previous 24 h on p | N(0,1) | −0.652 | 0.194 | −1.043 | −0.283 |
ϕ f,C | Mean annual survival of females at Site C | Beta(1,1) | 0.660 | 0.109 | 0.442 | 0.862 |
ϕ m,C | Mean annual survival of males at Site C | Beta(1,1) | 0.521 | 0.098 | 0.334 | 0.720 |
ϕ f,I | Mean annual survival of females at Site I | Beta(1,1) | 0.523 | 0.150 | 0.244 | 0.821 |
ϕ m,I | Mean annual survival of males at Site I | Beta(1,1) | 0.677 | 0.136 | 0.398 | 0.925 |
γ f,C | Mean availability of females at Site C | Beta(1,1) | 0.330 | 0.168 | 0.090 | 0.730 |
γ m,C | Mean availability of males at Site C | Beta(1,1) | 0.651 | 0.145 | 0.365 | 0.915 |
γ f,I | Mean availability of females at Site I | Beta(1,1) | 0.633 | 0.228 | 0.176 | 0.982 |
γ m,I | Mean availability of males at Site I | Beta(1,1) | 0.594 | 0.210 | 0.192 | 0.960 |
σp , t | Standard deviation of annual variation in p | Exp(1) | 0.647 | 0.202 | 0.341 | 1.143 |
σϕ,t | Standard deviation of annual variation in ϕ | Exp(1) | 1.186 | 0.483 | 0.431 | 2.323 |
σγ,t | Standard deviation of annual variation in γ | Exp(1) | 1.359 | 0.636 | 0.193 | 2.787 |
ρk , ϕ | Correlation between annual random effect on k and ϕ | Uniform(−1,1) | 0.012 | 0.503 | −0.908 | 0.883 |