# Clustering Approach 5 : MRNASEQ_CNMF
Index	Clinical feature name	Test type	P value	Comment
1	Time to Death	logrank test	0.526275437561608	Range of duration = 2 to 5480, nDeath = 113, nCensor = 282
2	AGE	Kruskal-Wallis (anova)	0.32217386879184	Range of values = 19 to 89, Mean = 60.7004, StdDev = 12.0959, nMissing = 1
3	NEOPLASM.DISEASESTAGE	Fisher's exact test	0.184218157818422	nTypes = 5 (STAGE I/STAGE II/STAGE III/STAGE IVA/STAGE IVB), nPatients = 24/73/71/223/11, nMissing = 63
4	PATHOLOGY.T.STAGE	Fisher's exact test	0.298987010129899	nTypes = 4 (T0+T1/T2/T3/T4), nPatients = 44/121/91/153, nMissing = 56
5	PATHOLOGY.N.STAGE	Fisher's exact test	0.219957800421996	nTypes = 4 (N0/N1/N2/N3), nPatients = 161/58/146/7, nMissing = 93
6	PATHOLOGY.M.STAGE	Fisher's exact test	0.318376816231838	nTypes = 2 (M0/MX), nPatients = 153/50, nMissing = 262
7	GENDER	Fisher's exact test	0.00867991320086799	nTypes = 2 (FEMALE/MALE), nPatients = 125/340
8	HISTOLOGICAL.TYPE	Fisher's exact test	0.001279987200128	nTypes = 3 (HEAD AND NECK SQUAMOUS CELL CARCINOMA/HEAD AND NECK SQUAMOUS CELL CARCINOMA  SPINDLE CELL VARIANT/HEAD AND NECK SQUAMOUS CELL CARCINOMA BASALOID TYPE), nPatients = 456/1/8
9	RADIATIONS.RADIATION.REGIMENINDICATION	Fisher's exact test	0.252207477925221	nTypes = 2 (NO/YES), nPatients = 81/384
10	NUMBERPACKYEARSSMOKED	Kruskal-Wallis (anova)	0.0223985820828027	Range of values = 0.01685 to 300, Mean = 46.0588, StdDev = 36.0851, nMissing = 202
11	NUMBER.OF.LYMPH.NODES	Kruskal-Wallis (anova)	0.0325876383871991	Range of values = 0 to 44, Mean = 2.21644, StdDev = 4.45302, nMissing = 100
12	RACE	Fisher's exact test	0.493285067149329	nTypes = 4 (AMERICAN INDIAN OR ALASKA NATIVE/ASIAN/BLACK OR AFRICAN AMERICAN/WHITE), nPatients = 2/11/34/402, nMissing = 16
13	ETHNICITY	Fisher's exact test	0.308316916830832	nTypes = 2 (HISPANIC OR LATINO/NOT HISPANIC OR LATINO), nPatients = 23/410, nMissing = 32
