B. Detailed Results

Additional details of the results and evaluation procedure are included in this appendix.

Table B.1: Validation tables used to evaluate the goodness-of-fit of synthetic population, with the cell count in parentheses.

1D STs (entire PUMA)		1D STs (by zone)
AGEP (6)		CTCODE × AGEP (4386)
CFSTAT (5)		CTCODE × CFSTAT (3655)
HLOSP (6)		CTCODE × HLOSP (4386)
LFACT (3)		CTCODE × LFACT (2193)
OCC81P (16)		CTCODE × OCC81P (11696)
SEXP (2)		CTCODE × SEXP (1462)
CTCODE (731)
2-3D STs (entire PUMA)		2-3D STs (by zone)		2-3D (only in PUMS)
AGEP × CFSTAT (20)		CTCODE × AGEP × CFSTAT (14620)		AGEP × TOTINCP (104)
AGEP × CFSTAT × SEXP (40)		CTCODE × AGEP × CFSTAT × SEXP (29240)		CFSTAT × HLOSP (63)
AGEP × HLOSP (36)		CTCODE × AGEP × HLOSP (26316)		CFSTAT × OCC81P (112)
AGEP × HLOSP × SEXP (72)		CTCODE × AGEP × HLOSP × SEXP (52632)		CFSTAT × TOTINCP (91)
AGEP × LFACT (18)		CTCODE × AGEP × LFACT (13158)		HLOSP × OCC81P (144)
AGEP × LFACT × SEXP (36)		CTCODE × AGEP × LFACT × SEXP (26316)		HLOSP × TOTINCP (117)
AGEP × SEXP (12)		CTCODE × AGEP × SEXP (11696)		OCC81P × TOTINCP (208)
CFSTAT × SEXP (10)		CTCODE × CFSTAT × SEXP (7310)		AGEP × CFSTAT × HLOSP (504)
HLOSP × LFACT (21)		CTCODE × HLOSP × LFACT (15351)		AGEP × CFSTAT × OCC81P (896)
HLOSP × LFACT × SEXP (42)		CTCODE × HLOSP × LFACT × SEXP (30702)		AGEP × CFSTAT × TOTINCP (728)
HLOSP × SEXP (12)		CTCODE × HLOSP × SEXP (8772)		AGEP × HLOSP × TOTINCP (936)
LFACT × SEXP (6)		CTCODE × LFACT × SEXP (4386)		CFSTAT × HLOSP × OCC81P (1008)
OCC81P × SEXP (32)		CTCODE × OCC81P × SEXP (23392)		CFSTAT × HLOSP × TOTINCP (819)
SEXP × TOTINCP (24)		CTCODE × SEXP × TOTINCP (17544)		CFSTAT × OCC81P × TOTINCP (1456)
				HLOSP × OCC81P × TOTINCP (1872)

Table B.2: Detailed results of experiments I1-I10, testing goodness-of-fit of IPF under varying amounts of input data. Each column shows the results of a single experiment, measured using SRMSE × 1000 against a single validation table. The input data and description of these experiments can be found in Table 6.2.

	Experiment
	Almost no geography					Zone-by-zone					Multizone
	I1	I2	I3	I4		I5	I6	I7	I8		I9	I10
1. 1D STs (entire PUMA)
AGEP	0	1	1	1		5	1	2	1		0	0
CFSTAT	1	0	0	1		3	2	2	1		0	0
CTCODE	0	0	1	1		2	2	1	1		1	1
HLOSP	0	0	1	1		2	1	1	1		0	0
LFACT	3	1	3	1		2	1	2	1		0	0
OCC81P	0	0	0	0		9	3	7	2		0	0
SEXP	0	1	0	0		3	1	1	1		0	0
2. 1D STs (by zone)
CTCODE × AGEP	311	309	309	309		2	3	1	1		3	1
CTCODE × CFSTAT	408	407	407	407		4	6	3	2		7	2
CTCODE × HLOSP	401	402	402	402		3	3	3	3		3	3
CTCODE × LFACT	157	156	156	156		4	3	3	2		3	2
CTCODE × OCC81P	439	437	437	437		0	0	1	0		1	1
CTCODE × SEXP	0	0	0	0		2	1	1	1		1	1
3. 2-3D STs (entire PUMA)
AGEP × CFSTAT	286	13	2	1		272	13	3	1		13	0
AGEP × CFSTAT × SEXP	320	14	2	2		303	20	3	1		14	0
AGEP × HLOSP	224	20	2	3		224	39	14	7		20	0
AGEP × HLOSP × SEXP	273	29	2	3		271	44	16	8		30	0
AGEP × LFACT	222	10	3	2		214	8	7	2		10	0
AGEP × LFACT × SEXP	276	12	3	2		265	13	9	4		12	0
AGEP × SEXP	105	3	2	1		99	7	2	1		3	0
CFSTAT × SEXP	68	5	0	1		61	10	2	1		5	0
HLOSP × LFACT	232	38	3	2		229	38	6	2		38	0
HLOSP × LFACT × SEXP	282	44	3	2		280	44	8	3		44	0
HLOSP × SEXP	67	10	1	2		69	7	2	1		10	0
LFACT × SEXP	84	3	3	1		83	2	2	1		2	0
OCC81P × SEXP	244	6	0	0		242	10	14	3		6	0
SEXP × TOTINCP	0	1	0	1		12	7	14	7		0	0
4. 2-3D STs (by zone)
CTCODE × AGEP × CFSTAT	835	776	776	776		348	153	5	4		154	4
CTCODE × AGEP × CFSTAT × SEXP	871	800	800	800		405	222	7	5		223	5
CTCODE × AGEP × HLOSP	661	618	617	617		334	199	3	2		196	2
CTCODE × AGEP × HLOSP × SEXP	697	637	636	636		410	268	3	2		267	2
CTCODE × AGEP × LFACT	535	475	475	475		259	91	2	2		91	2
CTCODE × AGEP × LFACT × SEXP	580	497	497	497		331	155	3	2		156	2
CTCODE × AGEP × SEXP	388	354	362	354		173	88	0	0		88	0
CTCODE × CFSTAT × SEXP	434	426	426	426		105	83	4	3		82	3
CTCODE × HLOSP × LFACT	643	594	592	592		284	130	2	2		131	2
CTCODE × HLOSP × LFACT × SEXP	689	623	622	622		370	192	3	2		193	3
CTCODE × HLOSP × SEXP	413	408	407	407		114	77	1	1		77	1
CTCODE × LFACT × SEXP	187	166	166	166		95	38	2	2		39	2
CTCODE × OCC81P × SEXP	553	489	489	489		297	125	6	5		126	5
CTCODE × SEXP × TOTINCP	444	444	444	444		3	5	3	3		7	4
5. 2-3D (only in PUMS)
AGEP × TOTINCP	479	9	434	4		461	27	389	23		9	0
CFSTAT × HLOSP	255	38	176	3		260	52	171	35		38	0
CFSTAT × OCC81P	353	9	253	1		334	27	239	28		9	0
CFSTAT × TOTINCP	358	6	304	3		341	23	278	23		6	0
HLOSP × OCC81P	539	41	298	2		516	54	253	30		40	0
HLOSP × TOTINCP	422	29	373	3		363	47	299	33		29	0
OCC81P × TOTINCP	746	6	751	2		726	48	723	45		6	0
AGEP × CFSTAT × HLOSP	923	73	619	12		919	134	458	74		73	0
AGEP × CFSTAT × OCC81P	1198	50	755	10		1158	75	623	61		49	0
AGEP × CFSTAT × TOTINCP	1117	27	952	9		1072	63	863	56		27	0
AGEP × HLOSP × TOTINCP	1111	54	995	10		1066	100	850	61		54	0
CFSTAT × HLOSP × OCC81P	1189	80	865	6		1152	113	780	81		80	0
CFSTAT × HLOSP × TOTINCP	1071	57	976	7		991	103	849	80		57	0
CFSTAT × OCC81P × TOTINCP	1798	25	1771	6		1742	112	1684	107		26	0
HLOSP × OCC81P × TOTINCP	1684	67	1501	7		1622	127	1427	100		67	0