Table A9.

Percent Decrease in Total Bias under Different Imputation Strategies: Topology Measures for Undirected Networks.

Measure	Imputation	Interlock			Co-author			Co-citation			Biotech			HIV
		−.75	0	.75	−.75	0	.75	−.75	0	.75	−.75	0	.75	−.75	0	.75
Component	Symmetric	89	86	74	95	92	83	94	94	93	94	94	91	96	96	96
	Model-based Simple	81	89	86	95	96	96	86	92	97	85	88	91	91	93	94
	Model-based Complex	79	88	85	86	90	91	75	87	93	84	87	90	82	87	90
Bicomponent	Symmetric	68	67	55	81	82	73	76	85	82	77	79	77	87	89	85
	Model-based Simple	41	79	80	−100	−1	42	−28	49	83	63	80	92	17	50	74
	Model-based Complex	44	80	79	−22	38	66	16	62	89	68	83	93	45	68	85
Distance	Symmetric	30	72	59	70	83	68	14	81	68	92	90	78	89	91	81
	Model-based Simple	38	80	70	67	92	88	18	84	76	93	93	84	83	97	91
	Model-based Complex	39	80	70	72	91	85	19	84	77	93	93	85	87	97	90
Transitivity	Symmetric	75	70	72	−8	−31	−51	30	−101	−58	74	47	33	−140	−92	−45
	Model-based Simple	76	79	82	−42	−56	−64	5	−123	−55	79	61	48	−217	−159	−97
	Model-based Complex	39	50	67	22	3	−7	35	−52	−2	45	31	4	−112	−69	−27
Tau	Symmetric	39	53	20	−27	−16	−12	57	49	63	86	68	46	72	82	64
	Model-based Simple	40	42	28	13	7	−3	79	72	74	71	60	48	88	82	66
	Model-based Complex	13	16	13	47	28	12	75	53	61	72	61	50	89	85	70
CONCOR	Symmetric	44	42	46	50	49	52	54	42	38	39	36	40	47	43	44
	Model-based Simple	21	30	42	22	31	44	38	30	33	30	31	38	37	37	41
	Model-based Complex	21	29	42	36	41	51	39	32	37	29	31	37	44	43	46