Man pages for shuxiaoc/outference
Valid Inference in Linear Regression Corrected for Outlier Removal
| checkKKT | Check the KKT condition of lasso solutions |
| coefForChisqEachSlice | Compute coeffcients that defines one slice of the truncation... |
| coefForChisqStatistic | Compute the coefficients related to truncated chi-squared... |
| coefForFEachSlice | Compute coeffcients that defines one slice of the truncation... |
| coefForFStatistic | Compute the coefficients related to truncated F test |
| coefForZEachSlice | Compute coeffcients that defines one slice of the truncation... |
| coef.outference | Extract coefficients from an '"outference"' object |
| coeftest | Test for a single regression coefficient from an... |
| compIntForChisqEachSlice | Solve the roots of quadratic polynomials related to truncated... |
| compIntForFEachSlice | Solve the complement of one slice of the truncation set for... |
| compIntForZEachSlice | Solve the roots of quadratic polynomials related to truncated... |
| computeCI | compute selective confidence intervals |
| confint.outference | Form confidence intervals for regression coeffcients from an... |
| constrInResponseCook | Compute the truncation set in the response after outlier... |
| constrInResponseCookSeq | Compute the truncation set in the response after SEQUENTIAL... |
| constrInResponseDffits | Compute the truncation set in the response after outlier... |
| constrInResponseLasso | Compute the truncation set in the response after outlier... |
| contrastForCoef | Compute the contrast vector for inference of regression... |
| contrastForSurf | Compute the contrast vector for inference of regression... |
| estimateLambda | Estimate the tuning parameter of lasso regression |
| estimateSigma | Estimate the noise level in linear regression with presence... |
| finiteE | Make endpoints of intervals finite |
| giveTwoSidePval | Give two-sided p-values |
| grptest | Test group structures from an '"outference"' object |
| intForChisqAll | Compute the truncation set for chi-squared statistic |
| intForFAll | Compute the truncation set for the F statistic |
| intForZAll | Compute the truncation set for Z statistic |
| isSameIntervals | Comparison between two intervals |
| magicfun | A helper function for approximating normal tail probabilities |
| outference | Fit a linear model with outliers detected and removed |
| outference_seq | Fit a linear model with outliers detected SEQUENTIALLY |
| plot.outference | Plot the outlying measure from an '"outference"' object |
| predict.outference | Make predictions from an '"outference"' object |
| proj | Projection matrix onto the column space |
| sortE | Make endpoints of intervals positive |
| summary.outference | Summarize from an '"outference"' object |
| TChisqProb | Probability of a chi-squared random variable in a union of... |
| TChisqProbEachInt | Probability of a chi-squared random variable in a single... |
| TChisqRatioApprox | Approximation of the ratio of two chi-squared probabilities |
| TChisqSurv | Survival function of truncated central chi-squared... |
| TFProb | Probability of an F random variable in a union of intervals |
| TFProbEachInt | Probability of an F random variable in a single interval |
| TFRatioApprox | Approximation of the ratio of two F probabilities |
| TFSurv | Survival function of truncated central F distribution |
| TNProb | Probability of a standard normal in a union of intervals |
| TNProbEachInt | Probability of a standard normal in a single interval |
| TNRatioApprox | Approximation of the ratio of two normal probabilities |
| TNSurv | Survival function of truncated normal distribution |
