## Class `"IndependenceLinearStatistic"`

### Description

Objects of class `"IndependenceLinearStatistic"` represent the linear statistic and the transformed and original data structures corresponding to an independence problem.

### Objects from the Class

Objects can be created by calls of the form

 `1` ``` new("IndependenceLinearStatistic", object, varonly = FALSE, \dots) ```

where `object` is an object of class `"IndependenceTestProblem"`, `varonly` is a logical indicating that slot `covariance` (see ‘Slots’) should only contain the diagonal elements of the covariance matrix.

### Slots

`linearstatistic`:

Object of class `"numeric"`. The linear statistic.

`expectation`:

Object of class `"numeric"`. The expectation of the linear statistic.

`covariance`:

Object of class `"VarCovar"`. The covariance or variance of the linear statistic.

`xtrans`:

Object of class `"matrix"`. The transformed `x`.

`ytrans`:

Object of class `"matrix"`. The transformed `y`.

`xtrafo`:

Object of class `"function"`. The regression function for `x`.

`ytrafo`:

Object of class `"function"`. The influence function for `y`.

`x`:

Object of class `"data.frame"`. The variables `x`.

`y`:

Object of class `"data.frame"`. The variables `y`.

`block`:

Object of class `"factor"`. The block structure.

`weights`:

Object of class `"numeric"`. The case weights.

### Extends

Class `"IndependenceTestProblem"`, directly.
Class `"IndependenceProblem"`, by class `"IndependenceTestProblem"`, distance 2.

### Known Subclasses

Class `"IndependenceTestStatistic"`, directly.
Class `"MaxTypeIndependenceTestStatistic"`, by class `"IndependenceTestStatistic"`, distance 2.
Class `"QuadTypeIndependenceTestStatistic"`, by class `"IndependenceTestStatistic"`, distance 2.
Class `"ScalarIndependenceTestStatistic"`, by class `"IndependenceTestStatistic"`, distance 2.

### Methods

covariance

`signature(object = "IndependenceLinearStatistic")`: See the documentation for `covariance` for details.

expectation

`signature(object = "IndependenceLinearStatistic")`: See the documentation for `expectation` for details.

initialize

`signature(.Object = "IndependenceLinearStatistic")`: See the documentation for `initialize` (in package methods) for details.

statistic

`signature(object = "IndependenceLinearStatistic")`: See the documentation for `statistic` for details.

variance

`signature(object = "IndependenceLinearStatistic")`: See the documentation for `variance` for details.

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