Class: Rust::ANOVAModel

Inherits:
RustDatatype show all
Defined in:
lib/rust/models/anova.rb

Class Method Summary collapse

Instance Method Summary collapse

Methods inherited from RustDatatype

pull_priority, #r_hash, #r_mirror, #r_mirror_to

Constructor Details

#initialize(model) ⇒ ANOVAModel

Returns a new instance of ANOVAModel.



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# File 'lib/rust/models/anova.rb', line 35

def initialize(model)
    @model = model
end

Class Method Details

.can_pull?(type, klass) ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/rust/models/anova.rb', line 5

def self.can_pull?(type, klass)
    return type == "list" && [klass].flatten.include?("aov")
end

.generate(formula, data, **options) ⇒ Object 



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# File 'lib/rust/models/anova.rb', line 19

def self.generate(formula, data, **options)
    mapped = ""
    if options.size > 0
        mapped = options.map { |k, v| "#{k}=#{v}" }.join(", ")
        mapped = ", " + mapped
    end
    
    Rust.exclusive do
        Rust["aov.data"] = data
        Rust._eval("aov.model.result <- aov(#{formula.to_R}, data=aov.data#{mapped})")
        result = ANOVAModel.new(Rust["aov.model.result"])
        result.r_mirror_to("aov.model.result")
        return result
    end
end

.pull_variable(variable, type, klass) ⇒ Object 



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# File 'lib/rust/models/anova.rb', line 9

def self.pull_variable(variable, type, klass)
    model = RustDatatype.pull_variable(variable, Rust::List)
    
    return ANOVAModel.new(model)
end

Instance Method Details

#load_in_r_as(variable_name) ⇒ Object 



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# File 'lib/rust/models/anova.rb', line 15

def load_in_r_as(variable_name)
    @model.load_in_r_as(variable_name)
end

#model ⇒ Object 



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# File 'lib/rust/models/anova.rb', line 39

def model
    @model
end

#summary ⇒ Object 



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# File 'lib/rust/models/anova.rb', line 43

def summary
    unless @summary
        Rust.exclusive do
            Rust._eval("aov.smr <- summary(#{self.r_mirror})")
            @summary = Rust['aov.smr']
        end
    end
    
    return @summary
end