Index_S


S

S convergence measure, 3030
S option
PROC CANCORR statement, 761
saddle test, definition
MODECLUS procedure, 2879
salience of loadings, FACTOR procedure, 1294, 1327
SALPHA= option
NLOPTIONS statement (CALIS), 614
PROC CALIS statement, 583
Sampford s method
SURVEYSELECT procedure, 4455
sample design
SURVEYFREQ procedure, 4203
sample selection methods
SURVEYSELECT procedure, 4446
sample size
CATMOD procedure, 887
overview of power concepts (POWER), 3488
See GLMPOWER procedure, 1929
See POWER procedure, 3411
SURVEYSELECT procedure, 4440
sample size adjustment
GLMPOWER procedure, 1946
POWER procedure, 3494
sample survey analysis, ordinal data, 816
sampling fraction, 165
sampling frame, 164
sampling rate, 165
SURVEYFREQ procedure, 4194, 4204
SURVEYLOGISTIC procedure, 4251, 4280
SURVEYMEANS procedure, 4324, 4334
SURVEYREG procedure, 4374, 4382
SURVEYSELECT procedure, 4439
sampling unit, 164
sampling weight, 165
sampling zeros
and log-linear analyses (CATMOD), 871
and structural zeros (CATMOD), 888
SAMPRATE= option
PROC SURVEYSELECT statement, 4439
SAMPSIZE= option
PROC SURVEYSELECT statement, 4440
sandwich estimator
MIXED procedure, 2676
SAS Companion, 327, 336, 348
SAS current folder, 327
SAS data set
DATA step, 21
summarizing, 21, 22
SAS Registry, 327, 346
SAS Registry Editor, 346
SAS Results Viewer, 327, 336
SAS/ETS software, 22
SAS/GRAPH software, 22
SAS/IML software, 22
SAS/INSIGHT software, 22
SAS/OR software, 23
SAS/QC software, 23
Satterthwaite method
MIXED procedure, 2694
Satterthwaite t test
power and sample size (POWER), 3463, 3472, 3527
Satterthwaite s approximation , 4775, 4785
testing random effects, 1835
SAVAGE option
EXACT statement (NPAR1WAY), 3160
OUTPUT statement (NPAR1WAY), 3162
PROC NPAR1WAY statement, 3157
Savage scores
NPAR1WAY procedure, 3167
SAVE option
PROC NLIN statement, 3009
saving graphics image files
ODS Graphics, 336
saving templates
examples, ODS Graphics, 368
sawtooth power function, 3541
SBC option
MODEL statement (REG), 3829
PLOT statement (REG), 3848
scale estimates
SCALE option
PROC ROBUSTREG statement, 3984
scale parameter
GENMOD procedure, 1653
SCALE= option
MODEL statement (GENMOD), 1642
MODEL statement (KRIGE2D), 2044
MODEL statement (LIFEREG), 2099
MODEL statement (LOESS), 2234
MODEL statement (LOGISTIC), 2316
MODEL statement (PROBIT), 3745
SIMULATE statement (SIM2D), 4104
Scaled Residual
MIXED procedure, 2705
Scaled residuals
MIXED procedure, 2764
SCALEDINDEP option
MODEL statement (LOESS), 2234
Score statement (LOESS), 2237
scaling variables
DISTANCE procedure, 1251
MODECLUS procedure, 2856
STDIZE procedure, 4143
scalogram analysis
CORRESP procedure, 1069
scatter plots
plots, ODS Graphics, 343, 351
Scheff s multiple-comparison procedure, 1810
SCHEFFE option
MEANS statement (ANOVA), 444
MEANS statement (GLM), 1769
Scheff s multiple-comparison procedure, 444
Scheff s multiple-comparison procedure, 1769
Schoenfeld residuals
PHREG procedure, 3234, 3258
Schwarz criterion
LOGISTIC procedure, 2341
SURVEYLOGISTIC procedure, 4279
Schwarz s Bayesian information criterion
example (MIXED), 2780, 2794, 2823
MIXED procedure, 2676, 2740, 2750
SCORE option
PROC FACTOR statement, 1319
SCORE procedure
CALIS procedure, 571, 586, 643
computational resources, 4075
examples, 4067, 4075
input data set, 4072
OUT= data sets, 4075
output data set, 4072, 4075
PRINCOMP procedure, 3611
regression parameter estimates from REG procedure, 4074
scoring coefficients, 4065
syntax, 4071
SCORE procedure, BY statement, 4073
SCORE procedure, ID statement, 4074
SCORE procedure, PROC SCORE statement, 4072
DATA= option, 4072
NOSTD option, 4072
OUT= option, 4072
PREDICT option, 4072
RESIDUAL option, 4072
SCORE= option, 4072
TYPE= option, 4072
SCORE procedure, VAR statement, 4074
score residuals
PHREG procedure, 3234, 3259
SCORE statement
LOESS procedure, 2236
SCORE statement, GAM procedure, 1569
SCORE statement, TPSPLINE procedure, 4510
score statistics
GENMOD procedure, 1668
LOGISTIC procedure, 2343
SURVEYLOGISTIC procedure, 4287
score test
TPHREG procedure, 4486
score variables
interpretation (SCORE), 4074
SCORE= option
PROC SCORE statement, 4072
scores
NPAR1WAY procedure, 3166
SCORES option
PROC PRINQUAL statement, 3656
SCORES= option
EXACT statement (NPAR1WAY), 3160
OUTPUT statement (NPAR1WAY), 3162
PROC NPAR1WAY statement, 3157
TABLES statement (FREQ), 1461, 1547
scoring
MIXED procedure, 2674, 2680, 2774
scoring coefficients (SCORE), 4065
SCORING= option
MODEL statement (GENMOD), 1642
PROC MIXED statement, 2680
SCOROUT option
TABLES statement (FREQ), 1461
SCORR option
EXACT statement (FREQ), 1444
OUTPUT statement (FREQ), 1449
TEST statement (FREQ), 1463
SCORR1 option
MODEL statement (REG), 3830
SCORR2 option
MODEL statement (REG), 3830
SCREE option
PROC FACTOR statement, 1319
scree plot, 1336
screening design, analysis, 1895
screening experiments
GLMMOD procedure, 1923
SCWGT statement
GENMOD procedure, 1650
SDF,
See survival distribution function
SE option
PROC FACTOR statement, 1319
SEB option
PROC CANCORR statement, 761
SEED option
PROC MI statement, 2520
PROC NLMIXED statement, 3072
PROC PLAN statement, 3339
PROC ROBUSTREG statement (ROBUSTREG), 3984
SEED statement
VARCLUS procedure, 4814
SEED= option
ASSESS statement (PHREG), 3224
EXACT statement (FREQ), 1445
EXACT statement (NPAR1WAY), 3161
PRIOR statement (MIXED), 2712
PROC FASTCLUS statement, 1394
PROC MULTTEST statement, 2942
PROC PLS statement, 3374, 3375
PROC SURVEYSELECT statement, 4441
SIMULATE statement (SIM2D), 4104
SELECT= modifier
INFLUENCE option, MODEL statement (MIXED), 2699
SELECT= option
MODEL statement (LOESS), 2234
SELECTALL option
PROC SURVEYSELECT statement, 4442
selecting graphs
examples, ODS Graphics, 330, 352, 361
ODS Graphics, 330
selection methods,
See model selection
SELECTION= option
MODEL statement (LOGISTIC), 2317
MODEL statement (PHREG), 3229
MODEL statement (REG), 3830
REG procedure, MODEL statement, 3800
semiparametric model
PHREG procedure, 3215
semipartial correlation
CANCORR procedure, 762
formula (CLUSTER), 984
semivariogram
computation (VARIOGRAM), 4876, 4877
empirical (or experimental) (VARIOGRAM), 4856, 4858
robust (VARIOGRAM), 4861, 4869, 4877
sensitivity
CATMOD procedure, 941
SEPARATORS= option
MODEL statement (TRANSREG), 4569, 4579
SEQB option
MODEL statement (REG), 3830
SEQUENTIAL option
MODEL statement (LOGISTIC), 2317
MODEL statement (PHREG), 3230
sequential random sampling
SURVEYSELECT procedure, 4448
serpentine sorting
SURVEYSELECT procedure, 4445
SFACTOR= option
PRIOR statement (MIXED), 2712
Shape distance coefficient
DISTANCE procedure, 1271
SHAPE1= option
MODEL statement (LIFEREG), 2099
SHAPE= option
PROC DISTANCE statement, 1262
PROC MDS statement, 2484
Shewhart control charts , 23
SHORT option
MODEL statement (TRANSREG), 4579
PROC ACECLUS statement, 407
PROC CALIS statement, 587
PROC CANCORR statement, 761
PROC CANDISC statement, 792
PROC CORRESP statement, 1079
PROC DISCRIM statement, 1151
PROC FASTCLUS statement, 1395
PROC MODECLUS statement, 2869
PROC STEPDISC statement, 4167
PROC VARCLUS statement, 4812
Sidak (MULTTEST)
p -value adjustments, 2942, 2956, 2972
SIDAK option
MEANS statement (ANOVA), 444
MEANS statement (GLM), 1769
PROC MULTTEST statement, 2942, 2956, 2972
Sidak s t test, 1769, 1810
Sidak s adjustment
GLM procedure, 1754
MIXED procedure, 2688
MULTTEST procedure, 2942, 2956, 2972
Sidak s inequality, 444
SIDES= option
ONESAMPLEFREQ statement (POWER), 3431
ONESAMPLEMEANS statement (POWER), 3436
ONEWAYANOVA statement (POWER), 3441
PAIREDFREQ statement (POWER), 3446
PAIREDMEANS statement (POWER), 3453
TWOSAMPLEFREQ statement (POWER), 3461
TWOSAMPLEMEANS statement (POWER), 3469
TWOSAMPLESURVIVAL statement (POWER), 3479
Siegel-Tukey scores
NPAR1WAY procedure, 3167
SIGITER option
PROC MIXED statement, 2680
SIGMA= option
MODEL statement (REG), 3830
significance level
CALIS procedure, 588
entry (PHREG), 3230
hazards ratio confidence interval (PHREG), 3233
removal (PHREG), 3230, 3277
significance tests
MODECLUS procedure, 2876, 2916
SIGSQ= option
PROC NLIN statement, 3009
sill
KRIGE2D procedure, 2047
SIM2D procedure, 4091
Cholesky root, 4107
computational details, 4109
conditional and unconditional simulation, 4091
conditional distributions of multivariate normal random variables, 4108
examples, 4092, 4111
Gaussian assumption, 4091
Gaussian random field, 4091
LU decomposition, 4106
memory usage, 4110
output data sets, 4099, 4110
OUTSIM= data set, 4110
quadratic form, 4108
simulation of spatial random fields, 4106 “4109
syntax, 4097
SIM2D procedure, COORDINATES statement, 4099
XCOORD= option, 4100
YCOORD= option, 4100
SIM2D procedure, GRID statement, 4100
GRIDDATA= option, 4100
X= option, 4100
XCCORD= option, 4101
Y= option, 4100
YCOORD= option, 4101
SIM2D procedure, MEAN statement, 4105
SIM2D procedure, PROC SIM2D statement, 4099
DATA= option, 4099
NARROW option, 4099
OUTSIM= option, 4099
SIM2D procedure, SIMULATE statement, 4101
ANGLE= option, 4102
FORM= option, 4102
MDATA= option, 4102
NUGGET= option, 4104
NUMREAL= option, 4101
RANGE= option, 4104
RATIO= option, 4104
SCALE= option, 4104
SEED= option, 4104
SINGULAR= option, 4104
VAR= option, 4101
SIMILAR option
PROC TREE statement, 4753
SIMILAR= option
PROC MDS statement, 2484
similarity data
Similarity Ratio coefficient
DISTANCE procedure, 1272
simple cluster-seeking algorithm, 1381
simple effects
GLM procedure, 1758, 1817
MIXED procedure, 2691
simple kappa coefficient, 1493, 1495
Simple Matching coefficient
DISTANCE procedure, 1274
Simple Matching dissimilarity coefficient DISTANCE procedure, 1274
SIMPLE option
PROC CALIS statement, 587
PROC CANCORR statement, 761
PROC CANDISC statement, 792
PROC CLUSTER statement, 972
PROC DISCRIM statement, 1151
PROC FACTOR statement, 1319
PROC LOGISTIC statement, 2294
PROC MI statement, 2521
PROC MODECLUS statement, 2869
PROC PHREG statement, 3223
PROC REG statement, 3819
PROC STEPDISC statement, 4167
PROC VARCLUS statement, 4812
simple random cluster sampling
SURVEYREG procedure, 4397
simple random sampling
SURVEYMEANS procedure, 4315
SURVEYREG procedure, 4365, 4395
SURVEYSELECT procedure, 4423, 4447
simplicity functions
CALIS procedure, 607
FACTOR procedure, 1294, 1316, 1329
SIMPLS method
PLS procedure, 3380
SIMULATE statement (SIM2D), 4101
simulation of spatial random fields
SIM2D procedure, 4106 “4109
simulation-based adjustment
GLM procedure, 1754
MIXED procedure, 2688
SING= option
PROC CANCORR statement, 762
PROC PRINCOMP statement, 3606
SINGCHOL= option
MODEL statement (MIXED), 2704
PROC NLMIXED statement, 3072
SINGHESS= option
PROC NLMIXED statement, 3072
single linkage
CLUSTER procedure, 967, 982
SINGRES= option
MODEL statement (MIXED), 2705
SINGSWEEP= option
PROC NLMIXED statement, 3072
SINGULAR option
CONTRAST statement (GLM), 1750
LSMEANS statement (GLM), 1758
PROC MI statement, 2521
SINGULAR= option
CONTRAST statement (GENMOD), 1632
CONTRAST statement (GLMPOWER), 1937
CONTRAST statement (LOGISTIC), 2300
CONTRAST statement (MIXED), 2684
CONTRAST statement (SURVEYLOGISTIC), 4258
CONTRAST statement (SURVEYREG), 4377
CONTRAST statement (TPHREG), 4481
ESTIMATE statement (GLM), 1752
ESTIMATE statement (MIXED), 2686
ESTIMATE statement (SURVEYREG), 4379
LSMEANS statement (MIXED), 2691
MODEL statement (GENMOD), 1642
MODEL statement (GLM), 1772
MODEL statement (KRIGE2D), 2044
MODEL statement (LIFEREG), 2099
MODEL statement (LOGISTIC), 2317
MODEL statement (MIXED), 2704
MODEL statement (PHREG), 3232
MODEL statement (REG), 3830
MODEL statement (ROBUSTREG), 3990
MODEL statement (SURVEYLOGISTIC), 4264
MODEL statement (TRANSREG), 4579
NLOPTIONS statement (CALIS), 614
PROC ACECLUS statement, 407
PROC CALIS statement, 590
PROC CANCORR statement, 762
PROC CANDISC statement, 792
PROC CORRESP statement, 1079
PROC DISCRIM statement, 1151
PROC FACTOR statement, 1319
PROC LIFETEST statement, 2164
PROC MDS statement, 2485
PROC NLIN statement, 3009
PROC ORTHOREG statement, 3202
PROC PRINCOMP statement, 3606
PROC PRINQUAL statement, 3656
PROC REG statement, 3819
PROC STEPDISC statement, 4167
SIMULATE statement (SIM2D), 4104
singularities
MIXED procedure, 2775
REG procedure, 3917
singularity
MI procedure, 2521
singularity checking
CANCORR procedure, 762
singularity criterion
CALIS procedure, 590
contrast matrix (GENMOD), 1632
contrast matrix (LOGISTIC), 2300
contrast matrix (SURVEYLOGISTIC), 4258
contrast matrix (TPHREG), 4481
covariance matrix (CALIS), 588, 590, 591
information matrix (GENMOD), 1642
PHREG procedure, 3232
TRANSREG procedure, 4579
singularity level
SURVEYREG procedure, 4377, 4379
singularity tolerances
NLMIXED procedure, 3072
SINGULARMSG= option
PROC KRIGE2D statement, 2039
SINGVAR option
PROC NLMIXED statement, 3072
Size distance coefficient
DISTANCE procedure, 1271
SIZE statement
SURVEYSELECT procedure, 4443
SIZE= modifier
INFLUENCE option, MODEL statement (MIXED), 2699
skewness
CALIS procedure, 658
displayed in CLUSTER procedure, 972
SKIPHLABELS= option
PLOT statement (BOXPLOT), 509
SLENTRY= option
MODEL statement (LOGISTIC), 2317
MODEL statement (PHREG), 3230
MODEL statement (REG), 3831
PROC STEPDISC statement, 4167
SLICE= option
LSMEANS statement (GLM), 1758
LSMEANS statement (MIXED), 2691
SLMW= option
PROC CALIS statement, 590
SLPOOL= option
PROC DISCRIM statement, 1151
SLSTAY= option
MODEL statement (LOGISTIC), 2317
MODEL statement (PHREG), 3230
MODEL statement (REG), 3831
PROC STEPDISC statement, 4167
SM= option
MODEL statement (TRANSREG), 4566
TRANSFORM statement, 3665
SMC option
PROC CANCORR statement, 762
SMDCR option
OUTPUT statement (FREQ), 1449
TEST statement (FREQ), 1463, 1543
SMDRC option
OUTPUT statement (FREQ), 1449
TEST statement (FREQ), 1463
SMETHOD= option
PROC CALIS statement, 580
PROC NLIN statement, 3009
SMM multiple-comparison method, 444, 1769, 1811
SMM option
MEANS statement (ANOVA), 444
MEANS statement (GLM), 1769
SMOOTH transformation
MODEL statement (TRANSREG), 4563
SMOOTH= option
MODEL statement (LOESS), 2236
smoothing parameter
cluster analysis, 979
MODECLUS procedure, 2864, 2871
optimal (DISCRIM), 1162
smoothing parameter, default
MODECLUS procedure, 2872
smoothing spline transformation
PRINQUAL procedure, 3663
TRANSREG procedure, 4564, 4596
SNK option
MEANS statement (ANOVA), 444
MEANS statement (GLM), 1769
SNORM option
PROC DISTANCE statement, 1263
PROC STDIZE statement, 4133
Sokal and Sneath 1 coefficient
DISTANCE procedure, 1274
Sokal and Sneath 3 coefficient
DISTANCE procedure, 1275
SOLUTION option
MODEL statement (GLM), 1772
MODEL statement (MIXED), 2705, 2747
MODEL statement (PLS), 3379
MODEL statement (SURVEYREG), 4380
RANDOM statement (MIXED), 2715
Somers D statistics, 1474, 1478
SORT option
PROC TREE statement, 4754
SORT= option
PROC SURVEYSELECT statement, 4442
SORTED option
REPEATED statement (GENMOD), 1648
SOURCE option
PROC CORRESP statement, 1079
SOURCE statement
TEMPLATE procedure, 339, 345, 367
SP option
MODEL statement (REG), 3831
PLOT statement (REG), 3848
SPACES= option
PROC TREE statement, 4754
spacing
STDIZE procedure, 4139
SPARSE option
TABLES statement (FREQ), 1461, 1527
spatial anisotropic exponential structure
MIXED procedure, 2721
spatial covariance structures
examples (MIXED), 2723
MIXED procedure, 2722, 2730, 2774
spatial prediction
VARIOGRAM procedure, 4851, 4852
SPCORR option
PROC CANCORR statement, 762
Spearman rank correlation coefficient, 1474, 1480
SPEC option
MODEL statement (REG), 3831
specificity
CATMOD procedure, 941
spherical semivariogram model
KRIGE2D procedure, 2046, 2047
sphericity tests, 449, 1780, 1881
spline t-options
PRINQUAL procedure, 3665
TRANSREG procedure, 4566
SPLINE transformation
MODEL statement (TRANSREG), 4564
TRANSFORM statement (PRINQUAL), 3662
spline transformation
PRINQUAL procedure, 3662
TRANSREG procedure, 4564, 4611
splines
Bayesian confidence intervals, 4513
goodness of fit, 4514
regression model, 4497, 4513, 4518
thin-plate smoothing, 4497
TPSPLINE procedure, 4497
TRANSREG procedure, 4560, 4561, 4614, 4637, 4678, 4709
split-plot design
generating with PLAN procedure, 3352
MIXED procedure, 2734, 2777
SPRECISION= option
PROC CALIS statement, 581, 583
SQPCORR option
PROC CANCORR statement, 762
SQSPCORR option
PROC CANCORR statement, 762
square root difference cloud
VARIOGRAM procedure, 4882
Squared Correlation dissimilarity coefficient
DISTANCE procedure, 1272
Squared Correlation similarity coefficient
DISTANCE procedure, 1272
Squared Euclidean distance coefficient
DISTANCE procedure, 1271
squared multiple correlation
CALIS procedure, 657, 686
CANCORR procedure, 762
squared partial correlation
CANCORR procedure, 762
squared semipartial correlation
CANCORR procedure, 762
formula (CLUSTER), 984
SRESIDUAL keyword
OUTPUT statement (ROBUSTREG), 3991
SS1 option
MODEL statement (GLM), 1772
MODEL statement (REG), 3831
SS2 option
MODEL statement (GLM), 1773
MODEL statement (REG), 3831
MODEL statement (TRANSREG), 4580
SS3 option
MODEL statement (GLM), 1773
SS4 option
MODEL statement (GLM), 1773
SSCP matrix
displaying, for multivariate tests, 438, 439
for multivariate tests, 437
for multivariate tests (GLM), 1759, 1761
SSCP option
REPEATED statement (MIXED), 2720
SSE option
MODEL statement (REG), 3831
PLOT statement (REG), 3848
SSE= option
OUTPUT statement (NLIN), 3014
SSPLINE transformation
MODEL statement (TRANSREG), 4564
TRANSFORM statement (PRINQUAL), 3663
ST option
EXACT statement (NPAR1WAY), 3160
OUTPUT statement (NPAR1WAY), 3162
PROC NPAR1WAY statement, 3157
STACKING option
PROC SURVEYMEANS statement, 4324
stacking table
SURVEYMEANS procedure, 4324
standard deviation
CLUSTER procedure, 972
SURVEYMEANS procedure, 4341
standard error
SURVEYMEANS procedure, 4338
TPHREG procedure, 4487
standard error of ratio
SURVEYMEANS procedure, 4339
standard error ratio
PHREG procedure, 3269
TPHREG procedure, 4487
standard linear model
MIXED procedure, 2663
STANDARD option
PROC CLUSTER statement, 972
PROC MODECLUS statement, 2869
PROC PRINCOMP statement, 3606
PROC PRINQUAL statement, 3656
STANDARD procedure, 21
standardized values, 21
standardization
comparisons between DISTANCE and STDIZE procedures, 1251
standardized score process
PHREG procedure, 3267, 3271
standardizing
cluster analysis (STDIZE), 4143
CLUSTER procedure, 972
MODECLUS procedure, 2856
raw data (SCORE), 4066
redundancy variables (TRANSREG), 4591
TRANSREG procedure, 4572
values (STANDARD), 21
values (STDIZE), 4119
star (*) operator
TRANSREG procedure, 4558
START option
PROC NLMIXED statement, 3072
START= option
MCMC statement (MI), 2528
MODEL statement (LOGISTIC), 2318
MODEL statement (PHREG), 3230
MODEL statement (REG), 3831
MODEL statement (TPHREG), 4475
PROC CALIS statement, 590
PROC STEPDISC statement, 4167
STAT= option
PROC PLS statement, 3375
STATFONT option
PLOT statement (REG), 3848
STATHT option
PLOT statement (REG), 3848
stationary point
NLMIXED procedure, 3100
statistic-keywords
SURVEYMEANS procedure, 4326
statistical
assumptions (GLM), 1783
quality control, 23
tests (MULTTEST), 2948
statistical computation
SURVEYMEANS procedure, 4336
statistical computations
SURVEYFREQ procedure, 4206
Statistical Graphics Using ODS,
see ODS Graphics
Statistical style
ODS styles, 333
STATS option
PROC SURVEYSELECT statement, 4443
STATUS option
PAINT statement (REG), 3838
REWEIGHT statement (REG), 3857
STB option
MODEL statement (LOGISTIC), 2318
MODEL statement (REG), 3831
MODEL statement (SURVEYLOGISTIC), 4264
PROC CANCORR statement, 762
STD option
MODEL statement (LOESS), 2236
PROC PRINCOMP statement, 3606
STD option (MODECLUS), 2856
STD statement, CALIS procedure, 603
STD= option (DISTANCE), 1265
STD_ERR keyword
OUTPUT statement (LIFEREG), 2101
OUTPUT statement (ROBUSTREG), 3991
STDDEV= option
ONESAMPLEMEANS statement (POWER), 3436
ONEWAYANOVA statement (POWER), 3442
PAIREDMEANS statement (POWER), 3453
POWER statement (GLMPOWER), 1941
TWOSAMPLEMEANS statement (POWER), 3469
STDERR option
LSMEANS statement (GLM), 1758
PROC CALIS statement, 587
SURVIVAL statement (LIFETEST), 2170
STDERR statement
MIANALYZE procedure, 2617
STDI keyword
OUTPUT statement (GLM), 1774
STDI= option
OUTPUT statement (NLIN), 3014
STDIZE procedure
AGK estimate, 4139
analyzing data in groups, 4134
Andrew s wave estimate, 4139
breakdown point and efficiency, 4138
comparisons of quantile computation, PCTLMTD option, 4139
computational methods, PCTLDEF option, 4140
Euclidean length, 4138
examples, 4119, 4143
final output value, 4119
formulas for statistics, 4138
fuzz factor, 4130
Huber s estimate, 4139
initial estimates for A estimates, 4131
input data set (METHOD=IN()), 4137
methods resistant to clustering, 4138
methods resistant to outliers, 4124, 4138
Minkowski metric, 4138
missing values, 4131, 4133, 4141
normalization, 4131, 4133
one-pass quantile computations, 4139
OUT= data set, 4130, 4141
output data sets, 4132, 4141
output table names , 4142
OUTSTAT= data set, 4141
quantile computation, 4119, 4139
robust estimators, 4138
spacing, 4139
standardization methods, 4119, 4136
standardization with weights, 4135
syntax, 4129
Tukey s biweight estimate, 4127, 4139
tuning constant, 4127, 4137
unstandardization, 4133
weights, 4135
STDIZE procedure, BY statement, 4134
STDIZE procedure, FREQ statement, 4135
STDIZE procedure, LOCATION statement, 4135
STDIZE procedure, PROC STDIZE statement, 4129
ADD= option, 4130
DATA= option, 4130
FUZZ= option, 4130
INITIAL= option, 4131
METHOD= option, 4131
MISSING= option, 4131
MULT= option, 4131
NMARKERS= option, 4131
NOMISS option, 4131
NORM option, 4131
OUT= option, 4132
OUTSTAT= option, 4132
PCTLDEF= option, 4132
PCTLMTD option, 4132
PCTLPTS option, 4132
PSTAT option, 4133
REPLACE option, 4133
REPONLY option, 4133
SNORM option, 4133
UNSTD option, 4133
VARDEF option, 4133
STDIZE procedure, SCALE statement, 4135
STDIZE procedure, VAR statement, 4135
STDIZE procedure, WGT statement, 4135
STDMEAN option
PROC CANDISC statement, 792
PROC DISCRIM statement, 1152
PROC STEPDISC statement, 4168
STDP keyword
OUTPUT statement (GLM), 1774
STDP= option
OUTPUT statement (NLIN), 3014
STDR keyword
OUTPUT statement (GLM), 1774
STDR= option
OUTPUT statement (NLIN), 3014
STDXBETA= option
OUTPUT statement (LOGISTIC), 2321
step halving
PHREG procedure, 3245
step length
CALIS procedure, 581
step length options
NLMIXED procedure, 3096
STEP= option
PLOT statement (GLMPOWER), 1943
PLOT statement (POWER), 3485
STEPBON option
PROC MULTTEST statement, 2942
STEPBOOT option
PROC MULTTEST statement, 2942
STEPDISC procedure
average squared canonical correlation, 4173
computational resources, 4171
input data sets, 4170
introductory example, 4158
memory requirements, 4171
methods, 4157
missing values, 4170
ODS table names, 4174
Pillai s trace, 4173
stepwise selection, 4159
syntax, 4165
time requirements, 4171
tolerance, 4173
Wilks lambda, 4173
STEPDISC procedure, BY statement, 4168
STEPDISC procedure, CLASS statement, 4169
STEPDISC procedure, FREQ statement, 4169
STEPDISC procedure, PROC STEPDISC statement, 4165
ALL option, 4166
BCORR option, 4166
BCOV option, 4166
BSSCP option, 4166
DATA= option, 4166
INCLUDE= option, 4166
MAXSTEP= option, 4166
METHOD= option, 4166
PCORR option, 4167
PCOV option, 4167
PR2ENTRY= option, 4167
PR2STAY= option, 4167
PSSCP option, 4167
SHORT option, 4167
SIMPLE option, 4167
SINGULAR= option, 4167
SLENTRY= option, 4167
SLSTAY= option, 4167
START= option, 4167
STDMEAN option, 4168
STOP= option, 4168
TCORR option, 4168
TCOV option, 4168
TSSCP option, 4168
WCORR option, 4168
WCOV option, 4168
WSSCP option, 4168
STEPDISC procedure, VAR statement, 4169
STEPDISC procedure, WEIGHT statement, 4169
stepdown methods
GLM procedure, 1814
MULTTEST procedure, 2957, 2972
STEPPERM option
PROC MULTTEST statement, 2942
STEPS option
SCORE statement (LOESS), 2237
STEPSID option
PROC MULTTEST statement, 2942, 2972
stepwise discriminant analysis, 4157
stepwise selection
LOGISTIC procedure, 2317, 2341, 2391
PHREG procedure, 3229, 3265, 3272
REG procedure, 3800, 3874
STEPDISC procedure, 4159
STOP= option
MODEL statement (LOGISTIC), 2318
MODEL statement (PHREG), 3231
MODEL statement (REG), 3832
MODEL statement (TPHREG), 4475
PROC STEPDISC statement, 4168
STOPRES option
MODEL statement (LOGISTIC), 2318
MODEL statement (PHREG), 3231
stored data algorithm, 986
stored distance algorithms, 986
strata
SURVEYFREQ procedure, 4196
SURVEYLOGISTIC procedure, 4266
SURVEYMEANS procedure, 4332
SURVEYREG procedure, 4381
STRATA statement
MULTTEST procedure, 2945
SURVEYFREQ procedure, 4196
SURVEYLOGISTIC procedure, 4266
SURVEYMEANS procedure, 4332
SURVEYREG procedure, 4381
SURVEYSELECT procedure, 4444
STRATA statement, PHREG procedure, 3237
strata variables
PHREG procedure, 3237
programming statements (PHREG), 3235
strata weights
MULTTEST procedure, 2951
stratification
SURVEYFREQ procedure, 4196, 4203
SURVEYLOGISTIC procedure, 4266
SURVEYMEANS procedure, 4332, 4346
SURVEYREG procedure, 4381, 4391
stratified analysis
FREQ procedure, 1431, 1450
PHREG procedure, 3216, 3237
stratified cluster sample
SURVEYMEANS procedure, 4350
stratified sampling, 164
SURVEYMEANS procedure, 4318
SURVEYREG procedure, 4368, 4401
SURVEYSELECT procedure, 4425, 4444
stratified table
example, 1540
stratum collapse
SURVEYREG procedure, 4388, 4411
stress formula
STRICT= option
PROC FASTCLUS statement, 1395
strip-split-plot design
ANOVA procedure, 475
STRUCTEQ statement, CALIS procedure, 625
structural equation (CALIS)
dependent variables, 625
models, 552
structural model example (CALIS), 555
COSAN model, 561
factor analysis model, 564
LINEQS model, 558, 562
LISREL model, 559
path diagram, 555, 600
RAM model, 557, 563
Stuart s tau- c statistic, 1474, 1478
STUDENT keyword
OUTPUT statement (GLM), 1774
Student s multiple range test, 444, 1769, 1814
STUDENT= option
OUTPUT statement (NLIN), 3014
Studentized maximum modulus
pairwise comparisons, 444, 1769, 1811
Studentized Residual
MIXED procedure, 2704
studentized residual, 1774, 3899
Studentized residuals
external, 2768
internal, 2768
MIXED procedure, 2768
STUTC option
OUTPUT statement (FREQ), 1449
TEST statement (FREQ), 1463
style attributes, modifying
examples, ODS Graphics, 374, 376, 378
style elements, modifying
examples, ODS Graphics, 374, 376, 378
STYLE= option, 332
ODS HTML statement, 332, 375, 378, 379
ODS LATEX statement, 358
SUBANALYSIS option
PROC ROBUSTREG statement, 3986
SUBCLUSTER= option
REPEATED statement (GENMOD), 1648
subdomain analysis
SURVEYFREQ procedure, 4205
SURVEYMEANS procedure, 4336
subgroup analysis
SURVEYFREQ procedure, 4205
SURVEYMEANS procedure, 4336
SUBGROUP statement
SURVEYMEANS procedure, 4330
SUBGROUPSIZE option
PROC ROBUSTREG statement, 3986
subject effect
SUBJECT option
CONTRAST statement (MIXED), 2685
ESTIMATE statement (MIXED), 2686
subject weights
MDS procedure, 2471, 2477
SUBJECT= option
RANDOM statement (MIXED), 2683, 2715
REPEATED statement (GENMOD), 1646
REPEATED statement (MIXED), 2721
subpopulation
GENMOD procedure, 1637
LOGISTIC procedure, 2308, 2316, 2355
PROBIT procedure, 3742, 3745, 3761
subpopulation analysis
SURVEYFREQ procedure, 4205
SURVEYMEANS procedure, 4336
SUBSETSIZE option
PROC ROBUSTREG statement, 3987
SUM option
PROC MODECLUS statement, 2869
sum-to-zero assumptions, 1835
summary of commands
MIXED procedure, 2672
SUMMARY option
MANOVA statement (ANOVA), 439
MANOVA statement (GLM), 1761
PROC CALIS statement, 587
PROC FASTCLUS statement, 1395
PROC VARCLUS statement, 4812
REPEATED statement (ANOVA), 449
REPEATED statement (GLM), 1781
summary statistics
REG procedure, 3896
sums of squares
GLM procedure, 1772, 1773
Type II (GLM), 1773
Type II (TRANSREG), 4580
SUPPLEMENTARY statement
CORRESP procedure, 1080
supported operating environments
ODS Graphics, 348
supported procedures
ODS Graphics, 348
suppressing output
CANCORR procedure, 761
GENMOD procedure, 1627
MI procedure, 2520
surface plots
plots, ODS Graphics, 324, 360
surface trend
VARIOGRAM procedure, 4854
survey data analysis, 161
survey sampling, 161,
see also SURVEYFREQ procedure
see also SURVEYMEANS procedure
see also SURVEYREG procedure
see also SURVEYSELECT procedure
cluster sampling, 164
data analysis, 4185
descriptive statistics, 4315
finite population correction factor, 165
first-stage sampling unit, 165
fpc, 165
multistage sampling, 165
population, 164
population total, 165
PPS, 161
primary sampling units (PSUs), 165
regression analysis, 4365
sample selection, 4421
sampling fraction, 165
sampling frame, 164
sampling rate, 165
sampling unit, 164
sampling weight, 165
stratified sampling, 164
survey weight, 165
SURVEYMEANS procedure, 167
SURVEYREG procedure, 167
SURVEYSELECT procedure, 167
variance estimation, 166
survey weight, 165
SURVEYFREQ procedure, 159, 4185
alpha level, 4199
chi-square test, 4216
cluster, 4195
clustering, 4203
coefficient of variation, 4214
column proportions , 4212
confidence limits, 4213
covariance, 4210
crosstabulation tables, 4227
data summary table, 4225
default tables, 4197
degrees of freedom, 4214
design effect, 4215
design-adjusted chi-square test, 4216
displayed output, 4225
domain analysis, 4205
expected weighted frequency, 4215
introductory example, 4185
missing values, 4205
multiway tables, 4227
ODS table names, 4230
one-way frequency tables, 4226
order of variables, 4193
output table names, 4230
population total, 4194, 4204
proportions, 4210
Rao-Scott chi-square test, 4216
Rao-Scott likelihood ratio test, 4219
row proportions, 4212
sample design, 4203
sampling rate, 4194, 4204
statistical computations, 4206
statistical test tables, 4229
strata, 4196
stratification, 4196, 4203
stratum information table, 4225
subdomain analysis, 4205
subgroup analysis, 4205
subpopulation analysis, 4205
syntax, 4192
Taylor series method, 4206
totals, 4209
unequal weighting , 4204
Wald chi-square test, 4221
Wald log-linear chi-square test, 4223
SURVEYFREQ procedure, BY statement, 4195
SURVEYFREQ procedure, CLUSTER statement, 4195
SURVEYFREQ procedure, PROC SURVEYFREQ statement, 4193
DATA= option, 4193
MISSING option, 4193
NOSUMMARY option, 4193
ORDER= option, 4193
PAGE option, 4194
RATE= option, 4194
TOTAL= option, 4194
SURVEYFREQ procedure, STRATA statement, 4196
LIST option, 4196
SURVEYFREQ procedure, TABLES statement, 4196
ALPHA= option, 4199
CHISQ option, 4199
CHISQ1 option, 4199
CL option, 4199
CLWT option, 4199
COL option, 4200
CV option, 4200
CVWT option, 4200
DDF= option, 4200
DEFF option, 4200
EXPECTED option, 4200
LRCHISQ option, 4200
LRCHISQ1 option, 4200
NOFREQ option, 4201
NOPERCENT option, 4201
NOPRINT option, 4201
NOSPARSE option, 4201
NOSTD option, 4201
NOTOTAL option, 4201
NOWT option, 4201
ROW option, 4201
TESTP= option, 4202
VAR option, 4202
VARWT option, 4202
WCHISQ option, 4202
WLLCHISQ option, 4202
WTFREQ option, 4202
SURVEYFREQ procedure, WEIGHT statement, 4203
SURVEYLOGISTIC procedure, 159, 4250
Akaike s information criterion, 4279
cluster, 4255
computational details, 4282
confidence intervals, 4288
convergence criterion, 4261- 4263
customized odds ratio, 4267
displayed output, 4292
EFFECT Parameterization, 4270
estimability checking, 4258
existence of MLEs, 4277
first-stage sampling rate, 4251
Fisher s scoring method, 4264, 4265, 4276
GLM Parameterization, 4271
gradient, 4287
Hessian matrix, 4264, 4287
infinite parameter estimates, 4263
initial values, 4280
log odds, 4289
maximum likelihood algorithms, 4275
Medical Expenditure Panel Survey (MEPS), 4302
missing values, 4251, 4268
model fitting criteria, 4279
Newton-Raphson algorithm, 4264, 4265, 4277
odds ratio confidence limits, 4262
odds ratio estimation, 4288
ORDINAL Parameterization, 4271
ORTHEFFECT Parameterization, 4272
ORTHORDINAL Parameterization, 4272
ORTHOTHERM Parameterization, 4272
ORTHPOLY Parameterization, 4273
ORTHREF Parameterization, 4273
output table names, 4295
Parameterization, 4270
POLY Parameterization, 4271
POLYNOMIAL Parameterization, 4271
population total, 4252, 4280
primary sampling units (PSUs), 4281
rank correlation, 4292
REF Parameterization, 4272
REFERENCE Parameterization, 4272
response level ordering, 4270
reverse response level ordering, 4259, 4269
sampling rate, 4251, 4280
Schwarz criterion, 4279
score statistics, 4287
singular contrast matrix, 4258
strata, 4266
stratification, 4266
syntax, 4250
testing linear hypotheses, 4266, 4288
Variance Estimation, 4282
SURVEYLOGISTIC procedure, BY statement, 4252
SURVEYLOGISTIC procedure, CLASS statement, 4253
CPREFIX= option, 4253
DESCENDING option, 4253
LPREFIX= option, 4253
ORDER= option, 4253
PARAM= option, 4254
REF= option, 4254
SURVEYLOGISTIC procedure, CLUSTER statement, 4255
SURVEYLOGISTIC procedure, CONTRAST statement, 4255
ALPHA= option, 4257
E option, 4257
ESTIMATE= option, 4258
SINGULAR= option, 4258
SURVEYLOGISTIC procedure, FREQ statement, 4258
SURVEYLOGISTIC procedure, MODEL statement, 4258
ABSFCONV option, 4261
ADJBOUND= option, 4265
ALPHA= option, 4262
CLODDS option, 4262
CLPARM option, 4262
CORRB option, 4262
COVB option, 4262
DEFFBOUND= option, 4265
DESCENDING option, 4259
EXPEST option, 4262
FCONV= option, 4262
GCONV= option, 4262
ITPRINT option, 4263
LINK= option, 4263
MAXITER= option, 4263
NOCHECK option, 4263
NODESIGNPRINT= option, 4264
NODUMMYPRINT= option, 4264
NOINT option, 4264
OFFSET= option, 4264
ORDER= option, 4260
PARMLABEL option, 4264
RIDGING= option, 4264
RSQUARE option, 4264
SINGULAR= option, 4264
STB option, 4264
TECHNIQUE= option, 4265
VADJUST= option, 4265
XCONV= option, 4265
SURVEYLOGISTIC procedure, PROC SURVEYLOGISTIC statement, 4250
ALPHA= option, 4250
DATA= option, 4250
INEST= option, 4251
MISSING option, 4251
N= option, 4252
NAMELEN= option, 4251
NOSORT option, 4251
R= option, 4251
RATE= option, 4251
TOTAL= option, 4252
SURVEYLOGISTIC procedure, STRATA statement, 4266
LIST option, 4266
SURVEYLOGISTIC procedure, TEST statement, 4266
PRINT option, 4267
SURVEYLOGISTIC procedure, UNITS statement, 4267
DEFAULT= option, 4268
SURVEYMEANS procedure, 159, 4315
categorical variable, 4329, 4337, 4341
class level, 4346
cluster, 4329
coefficient of variation, 4340
confidence level, 4323
confidence limits, 4340, 4342
data summary, 4346
degrees of freedom, 4340, 4344
denominator variable, 4330
descriptive statistics, 4347
domain analysis, 4336, 4348
domain mean, 4343
domain statistics, 4342
domain total, 4343
domain variable, 4330
empty stratum, 4334, 4344
estimated frequency, 4341
estimated total, 4341
first-stage sampling rate, 4324
indicator variable, 4337
mean per element, 4337
means, 4337
missing values, 4323, 4333, 4358
numerator variable, 4330
ODS table names, 4349
output data set, 4321, 4345
output table names, 4349
population total, 4326, 4334
primary sampling units (PSUs), 4335
proportion estimation, 4341
ratio analysis, 4330, 4339, 4348
rectangular table, 4324
sampling rate, 4324, 4334
simple random sampling, 4315
stacking table, 4324
standard deviation of the total, 4341
standard error of ratio, 4339
standard error of the mean, 4338
statistic-keywords, 4326
statistical computation, 4336
strata, 4332
stratification, 4332, 4346
stratified cluster sample, 4350
stratified sampling, 4318
subdomain analysis, 4336
subgroup analysis, 4336
subpopulation analysis, 4336
syntax, 4322
t test, 4339
valid observation, 4346
variance of the mean, 4338
variance of the total, 4341
SURVEYMEANS procedure, BY statement, 4328
SURVEYMEANS procedure, CLASS statement, 4329
SURVEYMEANS procedure, CLUSTER statement, 4329
SURVEYMEANS procedure, DOMAIN statement, 4330
SURVEYMEANS procedure, PROC
SURVEYMEANS statement, 4323
ALPHA= option, 4323
DATA= option, 4323
MISSING option, 4323
N= option, 4326
ORDER= option, 4323
R= option, 4324
RATE= option, 4324
STACKING option, 4324
TOTAL= option, 4326
SURVEYMEANS procedure, RATIO statement, 4330
SURVEYMEANS procedure, STRATA statement, 4332
LIST option, 4332
SURVEYMEANS procedure, VAR statement, 4332
SURVEYMEANS procedure, WEIGHT statement, 4333
SURVEYREG procedure, 159, 4365
ADJRSQ, 4380
Adjusted R-square, 4387
analysis of contrasts, 4393
analysis of variance, 4387
classification level, 4391
classification variables, 4375
cluster, 4376
coefficients of contrast, 4392
coefficients of estimate, 4393
computational details, 4384
confidence level, 4373
confidence limits, 4380
contrasts, 4376, 4389
data summary, 4390
degrees of freedom, 4385
design effect, 4388
design summary, 4390
effect testing, 4386, 4392
estimable functions, 4378, 4393
first-stage sampling rate, 4374
inverse matrix of X ² X , 4391
missing values, 4382
MSE, 4388
multiple R-square, 4387
output data set, 4372, 4393
output table names, 4394
pooled stratum, 4389
population total, 4374, 4382
primary sampling units (PSUs), 4383
regression coefficients, 4384, 4392
regression estimator, 4400, 4407
Root MSE, 4388
sampling rate, 4374, 4382
simple random cluster sampling, 4397
simple random sampling, 4365, 4395
singularity level, 4377, 4379
strata, 4381
stratification, 4381, 4391
stratified sampling, 4368, 4401
stratum collapse, 4388, 4411
syntax, 4373
variance estimation, 4385
Wald test, 4386, 4389
X ² X matrix, 4391
SURVEYREG procedure, BY statement, 4375
SURVEYREG procedure, CLASS statement, 4375
SURVEYREG procedure, CLUSTER statement, 4376
SURVEYREG procedure, CONTRAST statement, 4376
E option, 4377
NOFILL option, 4377
SINGULAR= option, 4377
SURVEYREG procedure, ESTIMATE statement, 4378
DIVISOR= option, 4379
E option, 4379
NOFILL option, 4379
SINGULAR= option, 4379
SURVEYREG procedure, MODEL statement, 4379
ADJRSQ option, 4380
ANOVA option, 4380
CLPARM option, 4380
COVB option, 4380
DEFF option, 4380
INVERSE option, 4380
NOINT option, 4380
SOLUTION option, 4380
VADJUST= option, 4381
XPX option, 4381
SURVEYREG procedure, MODEL statement (SURVEYREG)
DF= option, 4380
SURVEYREG procedure, PROC SURVEYREG statement, 4373
ALPHA= option, 4373
DATA= option, 4373
N= option, 4374
R= option, 4374
RATE= option, 4374
TOTAL= option, 4374
TRUNCATE option, 4374
SURVEYREG procedure, STRATA statement, 4381
LIST option, 4381
NOCOLLAPSE option, 4381
SURVEYREG procedure, WEIGHT statement, 4382
SURVEYSELECT procedure, 167, 4421
Brewer s method, 4453
certainty size measure, 4432
Chromy s method, 4448, 4452
control sorting, 4443, 4445
displayed output, 4458
dollar-unit sampling, 4466
initial seed, 4441
introductory example, 4422
joint selection probabilities, 4433
maximum size measure, 4433
minimum size measure, 4436
missing values, 4445
Murthy s method, 4454
output data sets, 4456
output table names, 4460
PPS sampling, 4463
PPS sampling, with replacement, 4451
PPS sampling, without replacement, 4449
PPS sequential sampling, 4452
PPS systematic sampling, 4451
replicated sampling, 4438, 4460
Sampford s method, 4455
sample selection methods, 4446
sample size, 4440
sampling rate, 4439
sequential random sampling, 4448
serpentine sorting, 4445
simple random sampling, 4423, 4447
stratified sampling, 4425, 4444
syntax, 4430
systematic random sampling, 4448
unrestricted random sampling, 4447
SURVEYSELECT procedure, CONTROL statement, 4443
SURVEYSELECT procedure, ID statement, 4443
SURVEYSELECT procedure, PROC SURVEYSELECT statement, 4430
CERTSIZE= option, 4432
DATA= option, 4433
JTPROBS option, 4433
MAXSIZE= option, 4433
METHOD= option, 4434
MINSIZE= option, 4436
NMAX= option, 4437
NMIN= option, 4437
NOPRINT option, 4437
OUT= option, 4437
OUTALL option, 4437
OUTHITS option, 4438
OUTSEED option, 4438
OUTSIZE option, 4438
OUTSORT= option, 4438
REP= option, 4438
SAMPRATE= option, 4439
SAMPSIZE= option, 4440
SEED= option, 4441
SELECTALL option, 4442
SORT= option, 4442
STATS option, 4443
SURVEYSELECT procedure, SIZE statement, 4443
SURVEYSELECT procedure, STRATA statement, 4444
survival analysis
power and sample size (POWER), 3473, 3481, 3533
survival distribution function
LIFETEST procedure, 2149, 2171, 2184
PHREG procedure, 3239
survival function
LIFEREG procedure, 2083, 2111
survival models, parametric, 2083
survival times
PHREG procedure, 3215, 3281, 3283
survivor function,
See survival distribution function
definition (PHREG), 3239
estimates (LOGISTIC), 2460
PHREG procedure, 3215, 3235, 3240
sweep algorithm
REG procedure, 3917
SYMBOL= option
MCMC statement (MI), 2525, 2529
PAINT statement (REG), 3838
PLOT statement (REG), 3850
SYMBOLLEGEND= option
PLOT statement (BOXPLOT), 509
SYMBOLORDER= option
PLOT statement (BOXPLOT), 509
symmetric and positive definite (SIM2D)
covariance matrix, 4107
symmetric binary variable
DISTANCE procedure, 1250
syntax
ROBUSTREG procedure, 3982
systematic random sampling
SURVEYSELECT procedure, 4448



SAS.STAT 9.1 Users Guide (Vol. 7)
SAS/STAT 9.1 Users Guide, Volumes 1-7
ISBN: 1590472438
EAN: 2147483647
Year: 2004
Pages: 132

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