Index_R

R

R convergence measure, 3030

R matrix

MIXED procedure, 2663, 2732, 2733

R-notation, 1794

R-square statistic

CLUSTER procedure, 972

LOGISTIC procedure, 2315, 2342

SURVEYLOGISTIC procedure, 4264, 4280

R ² improvement

REG procedure, 3874, 3875

R ² selection

REG procedure, 3875

R= option

and other options (CLUSTER), 969, 970, 972

radius of sphere of support, 972

RAM model

CALIS procedure, 553, 596

specification, 560

structural model example (CALIS), 557, 563

random coefficients

example (MIXED), 2788, 2810

random effects

expected mean squares, 1833

GLM procedure, 1776, 1833

MIXED procedure, 2663, 2712

NESTED procedure, 2990

NLMIXED procedure, 3079

VARCOMP procedure, 4831, 4837

random effects model,

See also nested design

VARCOMP procedure, 4837

random initializations

TRANSREG procedure, 4602

random number generators

MI procedure, 2520

PLAN procedure, 3339

random sampling,

see also SURVEYSELECT procedure

random-effects parameters

MIXED procedure, 2662, 2732

randomization of designs

using PLAN procedure, 3351

randomized complete block design

example, 1847

range ˆˆ

KRIGE2D procedure, 2047

rank correlation

LOGISTIC procedure, 2350

SURVEYLOGISTIC procedure, 4292

rank order typal analysis,

See complete linkage

RANK procedure, 21

order statistics, 21

rank scores, 1469

rank tests

NPAR1WAY procedure, 3163

Rao-Scott chi-square test

SURVEYFREQ procedure, 4216

Rao-Scott likelihood ratio test

SURVEYFREQ procedure, 4219

rate function

PHREG procedure, 3243, 3253

rate/mean model

PHREG procedure, 3243, 3253

ratio

SURVEYMEANS procedure, 4330, 4339

ratio analysis

SURVEYMEANS procedure, 4330, 4339, 4348

ratio level of measurement

DISTANCE procedure, 1250

raw residuals

GENMOD procedure, 1669

receiver operating characteristic

LOGISTIC procedure, 2378

reciprocal averaging

CORRESP procedure, 1069

reciprocal causation

CALIS procedure, 585

rectangular lattice

LATTICE procedure, 2069

rectangular table

SURVEYMEANS procedure, 4324

recurrent events

PHREG procedure, 3216, 3224-3226, 3243

reduced rank regression, 3367

PLS procedure, 3381

reduction notation, 1794

redundancy analysis

CANCORR procedure, 752

standardized variables (TRANSREG), 4591

TRANSREG procedure, 4576, 4590, 4593, 4606

REF Parameterization

SURVEYLOGISTIC procedure, 4272

reference level

TRANSREG procedure, 4569

REFERENCE Parameterization

SURVEYLOGISTIC procedure, 4272

reference structure, 1298

reference- cell coding

TRANSREG procedure, 4569, 4594, 4664, 4666

references, 1288

referring to graphs

examples, ODS Graphics, 330

ODS Graphics, 330

refitting models

REG procedure, 3905

reflecting the transformation

PRINQUAL procedure, 3666

TRANSREG procedure, 4572

REG procedure

adding variables, 3819

adjusted R ² selection, 3875

alpha level, 3816

annotations, 3816, 3844

ANOVA table, 3918

autocorrelation, 3915

backward elimination , 3800, 3874

collinearity, 3895

compared to other procedures, 1735, 3197

computational methods , 3917

correlation matrix, 3817

covariance matrix, 3817

crossproducts matrix, 3917

delete variables, 3820

deleting observations, 3903

diagnostic statistics, 3896, 3897

dictionary of options, 3844

forward selection, 3800, 3873

graphics, 3923

graphics examples, 3948

graphics keywords and options, 3841, 3843

graphics plots, high-resolution, 3840

heteroscedasticity, testing, 3910

hypothesis tests, 3832, 3858

incomplete principal components , 3818, 3828

influence statistics, 3898

input data sets, 3860

interactive analysis, 3812, 3869

introductory example, 3800

IPC analysis, 3818, 3828, 3916

line printer plots, 3848, 3882

Mallows' C _p selection, 3875

missing values, 3859

model fit summary statistics, 3896

model selection, 3800, 3873, 3876, 3877, 3924

multicollinearity, 3895

multivariate tests, 3910

new regressors, 3860

non-full-rank models, 3893

ODS graph names , 3923

ODS table names, 3920

output data sets, 3863, 3868

P-P plots, 3917, 3953

painting line-printer plots, 3889

parameter estimates, 3877, 3919

partial regression leverage plots, 3901

plot keywords and options, 3841, 3843, 3844

plots, high-resolution, 3840

polynomial regression, 3804

predicted values, 3876, 3879, 3924

Q-Q plots, 3917, 3953

qualitative variables, 3943

R ² improvement, 3874, 3875

R ² selection, 3875

refitting models, 3905

residual values, 3879

restoring weights, 3906

reweighting observations, 3903

ridge regression, 3818, 3829, 3848, 3916, 3956

singularities, 3917

stepwise selection, 3800, 3874

summary statistics, 3896

sweep algorithm, 3917

time series data, 3915

variance inflation factors (VIF), 3818, 3958

regression

analysis (REG), 3799

CATMOD procedure, 815

examples (GLM), 1853

ill-conditioned data, 3197

MODEL statements (GLM), 1785

nonparametric, 4497

ORTHOREG procedure, 3197

partial least squares (PROC PLS), 3367, 3380

power and sample size (POWER), 3421, 3425, 3500, 3556

principal components (PROC PLS), 3367, 3381

quadratic (GLM), 1738

reduced rank (PROC PLS), 3367, 3381

semiparametric models, 4497, 4500

smoothing splines, 4497

regression coefficients

CANCORR procedure, 759

covariance (SURVEYREG), 4392

SURVEYREG procedure, 4384, 4392

using with SCORE procedure, 4066

regression diagnostics

LOGISTIC procedure, 2359

regression effects

MIXED procedure, 2743

model parameterization (GLM), 1787

specifying (GLM), 1784

regression estimator

SURVEYREG procedure, 4400, 4407

regression method

MI procedure, 2541, 2565

regression parameter estimates, example

SCORE procedure, 4081

regression table

TRANSREG procedure, 4580

regressor effects

GENMOD procedure, 1660

rejection sampling

MIXED procedure, 2711

relative efficiency

MI procedure, 2562

MIANALYZE procedure, 2626

relative increase in variance

MI procedure, 2562

MIANALYZE procedure, 2625

relative paths, 337

examples, ODS Graphics, 359

relative risk, 1503

cohort studies, 1489

logit estimate, 1507

Mantel-Haenszel estimate, 1507

power and sample size (POWER), 3457, 3462, 3523, 3524

REML,

See restricted maximum likelihood

renaming and reusing variables

PRINQUAL procedure, 3666

repeated measures

ANOVA procedure, 446

CATMOD procedure, 815, 850, 873

contrasts (GLM), 1779

data organization (GLM), 1825

doubly-multivariate design, 1886

examples (CATMOD), 925, 930, 933, 937

examples (GLM), 1781, 1877

GEE (GENMOD), 1611, 1672

GLM procedure, 1777, 1825

hypothesis tests (GLM), 1827, 1830

MIXED procedure, 2662, 2716, 2782

more than one factor (ANOVA), 446, 449

more than one factor (GLM), 1830

multiple populations (CATMOD, 875

one population (CATMOD), 873

RESPONSE statement (CATMOD), 873

specifying factors (CATMOD), 851

transformations, 1830-1832

replaying output

examples, ODS Graphics, 361, 363, 369

replicate subjects

NLMIXED procedure, 3080

replicated sampling

SURVEYSELECT procedure, 4438, 4460

requesting graphs

ODS Graphics, 321, 324

resampled data sets

MULTTEST procedure, 2962

reseting index counter

ODS Graphics, 335

residual chi-square

PHREG procedure, 3231

residual maximum likelihood (REML)

MIXED procedure, 2738, 2779

Residual plots

MIXED procedure, 2758

residual plots

plots, ODS Graphics, 322

residuals

and partial correlation (PRINCOMP), 3609

CALIS procedure, 650

deviance (PHREG), 3234, 3258, 3302

GENMOD procedure, 1641, 1669, 1670

LOGISTIC procedure, 2360

martingale (PHREG), 3234, 3258, 3302

MDS procedure, 2483, 2487, 2488, 2491, 2503

NLIN procedure, 3014

partial correlation (PRINCOMP), 3608

prefix (CALIS), 601

prefix (TRANSREG), 4591

REG procedure, 3879

Schoenfeld (PHREG), 3234, 3258

score (PHREG), 3234, 3259

weighted Schoenfeld (PHREG), 3235, 3259

weighted score (PHREG), 3260

residuals, details

MIXED procedure, 2763

response functions (CATMOD)

covariance matrix, 842

formulas, 892

identifying with FACTORS statement, 836

predicted values, 845

related to design matrix, 877, 879

variance formulas, 892

response level ordering

LOGISTIC procedure, 2290, 2305, 2329, 2330

SURVEYLOGISTIC procedure, 4259, 4269, 4270

response profile, 73

CATMOD procedure, 820

response surfaces, 4033

canonical analysis, interpreting, 4046

covariates, 4050

experiments, 4045

plotting, 4048

ridge analysis, 4047

response variable, 451, 1784

PHREG procedure, 3218, 3235, 3283

sort order of levels (GENMOD), 1626

restoring weights

REG procedure, 3906

restricted maximum likelihood

MIXED procedure, 2662, 2738, 2779

restrictions

of parameters (CATMOD), 859

resubstitution

DISCRIM procedure, 1163

reticular action model,

See RAM model

retrospective power, 1929, 3411

reverse response level ordering

LOGISTIC procedure, 2290, 2305, 2329, 2330

SURVEYLOGISTIC procedure, 4259, 4269, 4270

reweighting observations

REG procedure, 3903

ridge analysis

RSREG procedure, 4047

ridge regression

REG procedure, 3818, 3829, 3848, 3916, 3956

ridging

MIXED procedure, 2680, 2738

ridit scores, 1469

risk set

PHREG procedure, 3220, 3240, 3241, 3288

risk weights

PHREG procedure, 3229

risks and risk differences, 1486

RMSSTD statement

and FREQ statement (CLUSTER), 974

robust

cluster analysis, 1379, 1392

estimators (STDIZE), 4138

ROBUSTREG procedure, 3971

computational resources, 4012

INEST= data sets, 4011

ODS graph names, 4014

OUTEST= data sets, 4011

output table names, 4012

syntax, 3982

ROC curve

LOGISTIC procedure, 2314, 2357

Roger and Tanimoto coefficient

DISTANCE procedure, 1274

Root MSE

SURVEYREG procedure, 4388

rotating principal components, 3611

row mean scores statistic, 1502

row proportions

SURVEYFREQ procedure, 4212

Roy's maximum root, 437, 1759, 1828

RPC convergence measure, 3030

RSREG procedure

coding variables, 4047, 4052

compared to other procedures, 1735, 4033

computational methods, 4050

confidence intervals, 4042, 4043

Cook's D influence statistic, 4042

covariates, 4034

eigenvalues, 4050

eigenvectors, 4050

factor variables, 4034

input data sets, 4040, 4041

introductory example, 4034

missing values, 4048

ODS table names, 4054

output data sets, 4040, 4044, 4051, 4052

PRESS statistic, 4042

response variables, 4034

ridge analysis, 4047

RTF destination

ODS Graphics, 326, 335

RTF output

examples, ODS Graphics, 356, 360

ODS Graphics, 326, 338

Rtf style

ODS styles, 346

Russell and Rao similarity coefficient

DISTANCE procedure, 1276

Ryan's multiple range test, 444, 1768, 1815

examples, 1851