'SAS' Linear Model
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Documentation for package ‘sasLM’ version 1.0.1
Help Pages
A B C D E G I K L M N O P Q R S T U V W Z
| sasLM-package | 'SAS' Linear Model |
-- A --
| addSigFieldLM | Add Acrobat-Reader signature fields to a report PDF |
| 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 dataset for meta-analysis - aspirin in coronary heart disease |
-- B --
| BEdata | An Example Dataset of a Bioequivalence Study |
| bk | Beautify the output of knitr::kable |
| BY | Analysis BY variable |
-- C --
| 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 |
| CumAlpha | Cumulative Alpha with various z's and ti |
| CV | Coefficient of Variation in percentage |
-- D --
| Diffogram | Plot Pairwise Differences |
| Drift | Drift defined by Lan and DeMets for Group Sequential Design |
-- E --
| 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 |
| ESTIMATE | Estimate Linear Function |
| ESTM | Estimate Linear Function |
| estmb | Estimability Check |
| ExitP | Exit Probability with Cumulative Z-test in Group Sequential Design |
-- G --
| g2inv | Generalized type 2 inverse matrix, g2 inverse |
| G2SWEEP | Generalized inverse matrix of type 2 for linear regression |
| geoCV | Geometric Coefficient of Variation in percentage |
| geoMean | Geometric Mean without NA |
| GLM | General Linear Model similar to SAS PROC GLM |
-- I --
| IQLM | Installation Qualification (IQ) report to a pdf file |
| is.cor | Is it a correlation matrix? |
-- K --
| Kurtosis | Kurtosis |
| KurtosisSE | Standard Error of Kurtosis |
-- L --
| LCL | Lower Confidence Limit |
| lfit | Linear Fit |
| lr | Linear Regression with g2 inverse |
| lr0 | Simple Linear Regressions with Each Independent Variable |
| LSM | Least Squares Means |
-- M --
| 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 summarized input |
-- N --
| N | Number of observations |
-- O --
| OBFBound | O'Brien-Fleming bounds for cumulative Z-test in Group Sequential Design |
| OQLM | Operational Qualification (OQ) report to a pdf file |
| OR | Odds Ratio of two groups |
| ORcmh | Odds Ratio of two groups with strata by the CMH method |
| ORinv | Odds Ratio of two groups with strata by the inverse variance method |
| ORmn | Odds Ratio and Score CI of two groups with strata by the MN method |
| ORmn1 | Odds Ratio and Score CI of two groups without strata by the MN method |
-- P --
| 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 |
| PocockBound | Pocock (fixed) Bound for the cumulative Z-test with a final target alpha-value |
| pResD | Residual Diagnostic Plot for Regression |
-- Q --
| QuartileRange | Interquartile Range |
-- R --
| 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 |
| 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 the MN method |
-- S --
| sasLM | 'SAS' Linear Model |
| satt | Satterthwaite Approximation of Variance and Degrees of Freedom |
| ScoreCI | Score Confidence Interval for a Proportion or a Binomial Distribution |
| SD | Standard Deviation |
| SEM | Standard Error of the Sample Mean |
| seqBound | Sequential bounds for cumulative Z-test in Group Sequential Design |
| seqCI | Confidence interval with the last Z-value for a group sequential design |
| signPDFLM | Digitally sign and verify a PDF report |
| Skewness | Skewness |
| SkewnessSE | Standard Error of Skewness |
| SLICE | F Test with Slice |
| SS | Sum of Square |
-- T --
| T3MS | Type III Expected Mean Square Formula |
| T3test | Test Type III SS using an error term other than MSE |
| tmtest | Independent two means test similar to t.test with summarized input |
| trimmedMean | Trimmed Mean |
| tsum | Table Summary |
| tsum0 | Table Summary with 0 independent (x) variables |
| tsum1 | Table Summary with 1 independent (x) variable |
| tsum2 | Table Summary with 2 independent (x) variables |
| tsum3 | Table Summary with 3 independent (x) variables |
| TTEST | Independent two groups t-test comparable to PROC TTEST |
-- U --
| UCL | Upper Confidence Limit |
| UNIV | Univariate Descriptive Statistics |
-- V --
| verifyPDFLM | Digitally sign and verify a PDF report |
| vtest | F-Test for the ratio of two groups' variances |
-- W --
| WhiteTest | White's Model Specification Test |
| writeMD5LM | Write the MD5 integrity manifest for an installed package |
-- Z --
| ztest | Test for the difference of two groups' means |