sasLM-package |
'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 |
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 |
Cor.test |
Correlation test of multiple numeric columns |
cSS |
Sum of Square with a Given Contrast Set |
CV |
Coefficient of Variation in percentage |
Diffogram |
Plot Pairwise Differences |
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 |
ESTMIMATE |
Estimate Linear Function |
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 corrleation 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 |
N |
Number of observations |
pB |
Plot Confidence and Prediction Bands for Simple Linear Regression |
Pcor.test |
Partial Correlation test of multiple columns |
pD |
Diagnostic Plot for Regression |
PDIFF |
Pairwise Difference |
QuartileRange |
Inter-Quartile Range |
Range |
Range |
REG |
Regression of Linear Least Square, similar to SAS PROC REG |
regD |
Regression of Conventional Way with Rich Diagnostics |
sasLM |
'SAS' Linear Model |
satt |
Satterthwaite Approximation of Pooled Variance and Degree of Freedom |
SD |
Standard Deviation |
SEM |
Standard Error of the Sample Mean |
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 |
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 |
UCL |
Upper Confidence Limit |
UNIV |
Univariate Descriptive Statistics |