pub struct LinearMixedModelBuilder { /* private fields */ }Expand description
Linear Mixed Model builder
Implementations§
Source§impl LinearMixedModelBuilder
impl LinearMixedModelBuilder
Sourcepub fn new(data: DataFrame, response: &str, fixed_formula: &str) -> Self
pub fn new(data: DataFrame, response: &str, fixed_formula: &str) -> Self
Create a new LMM builder
Sourcepub fn random_effect(self, group_var: &str, formula: &str) -> Self
pub fn random_effect(self, group_var: &str, formula: &str) -> Self
Add a random effect
Sourcepub fn method(self, method: EstimationMethod) -> Self
pub fn method(self, method: EstimationMethod) -> Self
Set estimation method
Sourcepub fn max_iterations(self, max_iter: usize) -> Self
pub fn max_iterations(self, max_iter: usize) -> Self
Set maximum iterations
Sourcepub fn fit(self) -> Result<LMMResults>
pub fn fit(self) -> Result<LMMResults>
Fit the linear mixed model
Auto Trait Implementations§
impl Freeze for LinearMixedModelBuilder
impl RefUnwindSafe for LinearMixedModelBuilder
impl Send for LinearMixedModelBuilder
impl Sync for LinearMixedModelBuilder
impl Unpin for LinearMixedModelBuilder
impl UnsafeUnpin for LinearMixedModelBuilder
impl UnwindSafe for LinearMixedModelBuilder
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T: ?Sized,
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T: ?Sized,
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
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