'SAS' Linear Model

af | Convert some columns of a data.frame to factors |

aov1 | ANOVA with Type I SS |

aov2 | ANOVA with Type II SS |

aov3 | ANOVA with Type III SS |

aspirinCHD | An example data for meta-analysis - aspirin in coronary heart... |

BasicUtil | Internal Functions |

BEdata | An Example Data of Bioequivalence Study |

bk | Beautify the output of knitr::kable |

BY | Analysis BY variable |

CIest | Confidence Interval Estimation |

Coll | Collinearity Diagnostics |

CONTR | F Test with a Set of Contrasts |

corFisher | Correlation test by Fisher's Z transformation |

Cor.test | Correlation test of multiple numeric columns |

cSS | Sum of Square with a Given Contrast Set |

CumAlpha | Cumulative Alpha for the Fixed Z-value |

CV | Coefficient of Variation in percentage |

Diffogram | Plot Pairwise Differences |

DoEdata | Example Datasets |

Drift | Drift defined by Lan and DeMets for Group Sequential Design |

e1 | Get a Contrast Matrix for Type I SS |

e2 | Get a Contrast Matrix for Type II SS |

e3 | Get a Contrast Matrix for Type III SS |

EMS | Expected Mean Square Formula |

est | Estimate Linear Functions |

ESTM | Estimate Linear Function |

estmb | Estimability Check |

ExitP | Exit Probability with cumulative Z-test in Group Sequential... |

G2SWEEP | Generalized inverse matrix of type 2, g2 inverse |

geoCV | Geometric Coefficient of Variation in percentage |

geoMean | Geometric Mean without NA |

GLM | General Linear Model similar to SAS PROC GLM |

is.cor | Is it a correlation matrix? |

Kurtosis | Kurtosis |

KurtosisSE | Standard Error of Kurtosis |

LCL | Lower Confidence Limit |

lfit | Linear Fit |

lr | Linear Regression with g2 inverse |

lr0 | Simple Linear Regressions with Each Independent Variable |

LSM | Least Square Means |

Max | Max without NA |

Mean | Mean without NA |

Median | Median without NA |

Min | Min without NA |

ModelMatrix | Model Matrix |

mtest | Independent two groups t-test similar to PROC TTEST with... |

N | Number of observations |

OR | Odds Ratio of two groups |

ORcmh | Odds Ratio of two groups with strata by CMH method |

ORinv | Odds Ratio of two groups with strata by inverse variance... |

ORmn | Odds Ratio and Score CI of two groups with strata by MN... |

ORmn1 | Odds Ratio and Score CI of two groups without strata by the... |

pB | Plot Confidence and Prediction Bands for Simple Linear... |

Pcor.test | Partial Correlation test of multiple columns |

pD | Diagnostic Plot for Regression |

PDIFF | Pairwise Difference |

PocockBound | Pocock (fixed) Bound for the cumulative Z-test with a final... |

pResD | Residual Diagnostic Plot for Regression |

QuartileRange | Inter-Quartile Range |

Range | Range |

RanTest | Test with Random Effects |

RD | Risk Difference between two groups |

RDinv | Risk Difference between two groups with strata by inverse... |

RDmn | Risk Difference and Score CI between two groups with strata... |

RDmn1 | Risk Difference and Score CI between two groups without... |

REG | Regression of Linear Least Square, similar to SAS PROC REG |

regD | Regression of Conventional Way with Rich Diagnostics |

RR | Relative Risk of the two groups |

RRinv | Relative Risk of two groups with strata by inverse variance... |

RRmn | Relative Risk and Score CI of two groups with strata by the... |

RRmn1 | Relative Risk and Score CI of two groups without strata by by... |

sasLM-package | 'SAS' Linear Model |

satt | Satterthwaite Approximation of Variance and Degree of Freedom |

ScoreCI | Score Confidence Interval for a Proportion or a Binomial... |

SD | Standard Deviation |

SEM | Standard Error of the Sample Mean |

seqBound | Sequential bounds for cumulative Z-test in Group Sequential... |

seqCI | Confidence interval with the last Z-value for the group... |

Skewness | Skewness |

SkewnessSE | Standard Error of Skewness |

SLICE | F Test with Slice |

SS | Sum of Square |

T3MS | Type III Expected Mean Square Formula |

T3test | Test Type III SS using error term other than MSE |

tmtest | Independent two means test similar to t.test with summarized... |

trimmedMean | Trimmed Mean |

tsum | Table Summary |

tsum0 | Table Summary 0 independent(x) variable |

tsum1 | Table Summary 1 independent(x) variable |

tsum2 | Table Summary 2 independent(x) variables |

tsum3 | Table Summary 3 independent(x) variables |

TTEST | Independent two groups t-test comparable to PROC TTEST |

UCL | Upper Confidence Limit |

UNIV | Univariate Descriptive Statistics |

vtest | F-Test for the ratio of two groups' variances |

WhiteTest | White's Model Specification Test |

ztest | Test for the difference of two groups' means |

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