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. Author manuscript; available in PMC: 2024 Feb 21.
Published in final edited form as: Psychoneuroendocrinology. 2023 Sep 6;158:106384. doi: 10.1016/j.psyneuen.2023.106384

Table 2.

Fit Statistics for the Full Twin Moderation Models and Nested Submodels.

Models −2lnL df AIC BIC SBIC ΔLL χ2Δ p

MEBS Total Score
Full Model 2224.718 15 2254.718 2315.178 2267.579 -- -- --
Nested Submodels:
 No moderation 2250.654 9 2268.655 2304.931 2276.372 25.936 6 <.001
 No a quadratic moderator 2226.122 14 2254.122 2310.551 2266.126 1.404 1 .24
No c quadratic moderator 2224.756 14 2252.755 2309.185 2264.759 0.038 1 .85
 No e quadratic moderator 2237.096 14 2265.097 2321.526 2277.101 12.378 1 <.001

MEBS Total Score without Binge Eating Items
Full Model 2209.644 15 2239.644 2300.104 2252.505 -- -- --
Nested Submodels:
 No moderation 2231.202 9 2249.201 2285.477 2256.918 21.558 6 .001
 No a quadratic moderator 2210.742 14 2238.742 2295.172 2250.746 1.098 1 .29
 No c quadratic moderator 2210.048 14 2238.048 2294.477 2250.052 0.404 1 .53
 No e quadratic moderator 2218.990 14 2246.989 2303.419 2258.993 9.346 1 .002
 No a or c quadratic moderators 2210.780 13 2236.780 2289.179 2247.927 1.136 2 .57
 No a moderation 2210.348 13 2236.349 2288.748 2247.496 0.704 2 .70
No a moderation or c quadratic moderator 2210.408 12 2234.408 2282.776 2244.697 0.764 3 .86

Weight and Shape Factor Score
Full Model 2165.636 15 2195.636 2256.097 2208.498 -- -- --
Nested Submodels:
No moderation 2170.786 9 2188.786 2225.062 2196.503 5.150 6 .53
 No a quadratic moderator 2168.066 14 2196.066 2252.495 2208.070 2.430 1 .12
 No c quadratic moderator 2168.318 14 2196.318 2252.748 2208.322 2.682 1 .10
 No e quadratic moderator 2167.724 14 2195.725 2252.154 2207.728 2.088 1 .15
 No a moderation 2169.022 13 2195.022 2247.421 2206.169 3.386 2 .18
 No c moderation 2168.184 13 2194.183 2246.582 2205.330 0.050 2 .98
 No e moderation 2168.108 13 2194.108 2246.507 2205.254 2.472 2 .29

Weight and Shape Factor Score without Binge Eating Items
Full Model 2184.698 15 2214.698 2275.158 2227.559 -- -- --
Nested Submodels:
No moderation 2190.546 9 2208.545 2244.821 2216.262 5.848 6 .44
 No a quadratic moderator 2186.390 14 2214.390 2270.82 2226.394 1.692 1 .19
 No c quadratic moderator 2184.798 14 2212.797 2269.227 2224.801 0.100 1 .75
 No e quadratic moderator 2188.262 14 2216.263 2272.692 2228.267 3.564 1 .06
 No a moderation 2188.404 13 2214.404 2266.803 2225.551 3.706 2 .16
 No c moderation 2185.074 13 2211.075 2263.474 2222.221 0.376 2 .83
 No e moderation 2188.336 13 2214.337 2266.736 2225.484 3.638 2 .16

Note. Full model = model with all paths and all moderators; a = additive genetic effect; c = shared environmental influences; e = non-shared environmental influences; MEBS = Minnesota Eating Behavior Survey; binge eating = MEBS binge eating subscale score; −2lnL = minus twice the log-likelihood; df = degrees of freedom; AIC = Akaike information criterion; BIC = Bayesian information criterion; χ2Δ = change in chi-square compared to the full model; Δdf = change in the degrees of freedom compared to the full model. The best fitting models are noted by borders and bolded text.