Table A13.

Maximum percent missing to retain target correlation of .9 with true score.

Network	Imputation Type	In-Degree		Out-Degree		Total Degree		Bonacich Power		Closeness		Betweenness
		Non-respondents in Correlation		Non-respondents in Correlation		Non-respondents in Correlation		Non-respondents in Correlation		Non-respondents in Correlation		Non-respondents in Correlation
		No	Yes	No	Yes	No	Yes	No	Yes	No	Yes	No	Yes
Undirected Networksa	Listwise Deletion	55.8	NAb	55.8	NA	55.8	NA	47.6	NA	5	NA	30.2	NA
	Symmetric	70c	46.8	70	46.8	70	46.8	70	52.6	56.8	39.2	65.6	44.8
	Model-Based Simple	70	56.4	70	56.4	70	56.4	70	58.2	64.8	28.8	69.4	45.2
	Model-Based Complex	70	58.4	70	58.4	70	58.4	70	59.4	64.4	24.4	67.8	48.2
Directed Networksa	Listwise Deletion	39	NA	25.6	NA	33.7	NA	26.3	NA	21.6	NA	15.4	NA
	Probabilistic	40.9	39	70	9.6	58.6	24.4	51.1	23.9	42.3	9	20.4	11.1
	Symmetric	30.9	30.6	70	12.4	50.1	29.1	51.1	23.9	43.3	12.3	9.7	5.4
	Asymmetric	39	38.4	70	6.7	59.4	20.7	51.1	23.9	26.3	3.9	19.3	7.7
	Model-Based Simple	27.7	28.4	70	13.3	45.7	25.3	42	24	49.9	11.4	9.1	4.7
	Model-Based Complex	30	31.3	70	12.6	48.7	27.3	44	24.9	50.4	10.7	11.4	6.9

The maximum percent missing was calculated based on a quadratic fit to the data.

^aValues represent the means (for the maximum percent missing to retain target correlation) taken over all directed or undirected networks.

^bListwise deletion has no value for the case of non-respondents being kept in the correlation calculation.

^cCases where percent missing is above 70, our observed maximum. In these cases, 70 is used to calculate overall means.