'SAS' Linear Model

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Documentation for package ‘sasLM’ version 0.9.7

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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
aspirinCHD An example data for meta-analysis - aspirin in coronary heart disease
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
corFisher Correlation test by Fisher's Z transformation
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 correlation matrix?
Kurtosis Kurtosis
KurtosisSE Standard Error of Kurtosis
LCL Lower Confidence Limit
lfit Linear Fit
LIbin Likelihood Interval for a Proportion or a Binomial Distribution
LInorm Likelihood Interval of mean and sd assuming Norml Distribution
LIpois Likelihood Interval of the Mean assuming Poisson Distribution
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
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 method
ORmn Odds Ratio and Score CI of two groups with strata by MN method
ORmn1 Odds Ratio and Score CI of two groups without strata by the MN method
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
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 variance method
RDLI Risk (Proportion) Difference and its Likelihood Interval between two groups without strata
RDmn Risk Difference and Score CI between two groups with strata by the MN method
RDmn1 Risk Difference and Score CI between two groups without strata by the MN method
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 method
RRmn Relative Risk and Score CI of two groups with strata by the MN method
RRmn1 Relative Risk and Score CI of two groups without strata by by MN method
sasLM 'SAS' Linear Model
satt Satterthwaite Approximation of Variance and Degree of Freedom
ScoreCI Score Confidence Interval for a Proportion or a Binomial Distribution
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
WhiteTest White's Model Specification Test