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ModelSel_SWTH_2012_Dynamic

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DataONE2016-09-23 更新2024-06-26 收录
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AIC model selection table and associated coefficients for Swainson’s thrush 2012 for dynamic models (colonization and extinction). Column names for the model coefficients use the following notation: coefficient = parameter(covariate) and standard error = SEparameter(covariate). Parameter abbreviations are p = detection probability, psi = initial occupancy, col = colonization/settlement, ext = extinction/vacancy. Parameter(Int) refers to the intercept. ‘nPars’ is the number of parameters estimated in the model. Each model is ranked by its AIC score, which represents how well the model fits the data. A lower ∆AIC (delta) value is indicative of a better model. The probability that the model (of the models tested) would best explain the data is indicated by AICwt.

本数据集包含斯温氏鸫(Swainson’s Thrush)2012年定居与灭绝动态模型的赤池信息准则(Akaike Information Criterion, AIC)模型选择表及对应系数。模型系数的列名遵循如下标注规则:系数项格式为「参数(协变量)」,标准误项格式为「SE参数(协变量)」。参数缩写的含义如下:p代表检测概率,ψ(psi)代表初始占用率,col代表定植/定居过程,ext代表灭绝/空置过程,Parameter(Int)指代模型截距。「nPars」表示模型中被估计的参数总数。所有模型按其AIC得分排序,该得分用于衡量模型对数据的拟合优度;ΔAIC(Δ)值越低,代表模型拟合效果越优异。AICwt(AIC权重)则表示该模型在所有待检验模型中最能解释数据集的概率。
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2016-09-23
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