Fuzzy Statistical Tools

adjusted.weight.MI | Calculates the adjusted weight for a given main-item of a... |

adjusted.weight.SI | Calculates the adjusted weight for a given sub-item of a... |

Bertoluzza | Calculates a distance by the d_Bertoluzza between fuzzy... |

boot.mean.algo1 | Estimates the bootstrap distribution of the likelihood ratio... |

boot.mean.algo2 | Estimates the bootstrap distribution of the likelihood ratio... |

boot.mean.ml | Estimates the bootstrap distribution of the likelihood ratio... |

cube | Cube a number |

D2 | Calculates a distance by the D2 between fuzzy numbers |

Defuzz.FANOVA | Defuzzify the fuzzy sums of squares calculated by a FANOVA... |

delta_jki | Calculates the factor Delta_jki |

Delta.pq | Calculates a distance by the d_Delta.pq between fuzzy numbers |

distance | Calculates a distance between fuzzy numbers |

DSGD | Calculates a distance by the SGD between fuzzy numbers |

DSGD.G | Calculates a distance by the d_DSGD.G between fuzzy numbers |

FANOVA | Computes a FANOVA model by a convenient metric, an exact... |

FANOVA.approximation | Computes a FANOVA model by an approximation |

FANOVA.distance | Computes a FANOVA model by a convenient metric |

FANOVA.exact | Computes a FANOVA model by an exact calculation |

FANOVA.summary | Prints the summary of the estimation of a FANOVA metric-based... |

fci.ml | Estimates a fuzzy confidence interval by the Likelihood... |

fci.ml.boot | Estimates a fuzzy confidence interval by the Likelihood... |

FMANOVA | Computes a Mult-FANOVA model by a convenient metric, an exact... |

FMANOVA.approximation | Computes a Mult-FANOVA model by an approximation |

FMANOVA.distance | Computes a Mult-FANOVA model by a convenient metric |

FMANOVA.exact | Computes a Mult-FANOVA model by an exact calculation |

FMANOVA.interaction.summary | Prints the summary of the estimation of the interaction in a... |

FMANOVA.summary | Prints the summary of the estimation of a Mult-FANOVA... |

Ftests | Calculates multiple tests corresponding to the fuzzy response... |

FTukeyHSD | Calculates the Tukey HSD test corresponding to the fuzzy... |

FUZZ | Fuzzifies a variable modelled by trapezoidal or triangular... |

Fuzzy.CI.ML.test | Computes a fuzzy inference test by the fuzzy confidence... |

Fuzzy.CI.test | Computes a fuzzy inference test by the traditional fuzzy... |

Fuzzy.decisions | Computes the fuzzy decisions of a fuzzy inference test by the... |

Fuzzy.decisions.ML | Computes the fuzzy decisions of a fuzzy inference test by the... |

Fuzzy.Difference | Calculates the difference between two fuzzy numbers |

Fuzzy.exact.variance | Calculates the exact variance |

Fuzzy.exact.variance.poly.left | Gives the polynomial forms of the numerical alpha-cuts... |

Fuzzy.exact.variance.poly.right | Gives the polynomial forms of the numerical alpha-cuts... |

fuzzy.predicted.values | Calculates the fuzzy predicted values |

Fuzzy.p.value | Computes the fuzzy p-value of a given fuzzy hypothesis test |

Fuzzy.p.value.mean | Computes the fuzzy p-value of a given fuzzy hypothesis test... |

fuzzy.residuals | Calculates the fuzzy residuals |

Fuzzy.sample.mean | Calculates the fuzzy sample mean |

Fuzzy.sample.variance.approximation | Fuzzy sample variance (approx) - general |

Fuzzy.sample.variance.approximation1 | Fuzzy sample variance (approx) - method 1 |

Fuzzy.sample.variance.approximation2 | Fuzzy sample variance (approx) - method 2 |

Fuzzy.sample.variance.approximation3 | Fuzzy sample variance (approx) - method 3 |

Fuzzy.sample.variance.approximation4 | Fuzzy sample variance (approx) - method 4 |

Fuzzy.sample.variance.approximation5 | Fuzzy sample variance (approx) - method 5 |

Fuzzy.Square | Calculates numerically the square of a fuzzy number |

Fuzzy.Square.poly.left | Gives the polynomial expression of the left alpha-levels of... |

Fuzzy.Square.poly.right | Gives the polynomial expression of the right alpha-levels of... |

Fuzzy.variance | Calculates the variance by a chosen method: distance, exact... |

GaussianBellFuzzyNumber | Creates a Gaussian two-sided bell fuzzy number |

GaussianFuzzyNumber | Creates a Gaussian fuzzy number |

GFUZZ | Fuzzifies a variable modelled by any type of fuzzy numbers |

GLOB.EVAL | Calculates the global evaluation of a linguistic... |

GLOB.EVAL.mean | Calculates the weighted mean of the set of individual... |

GSGD | Calculates a distance between fuzzy numbers |

IND.EVAL | Calculates the individual evaluations of a linguistic... |

int.0 | Numerical integration by the trivial method - method 1 |

int.ct | Numerical integration by the composite trapezoidal method -... |

integrate.num | Numerical integration by a particular method |

int.simpson | Numerical integration by the Simpson method - method 4 |

int.t | Numerical integration - method 2 |

is.alphacuts | Verifies if a matrix is set of left and right alpha-cuts |

is.balanced | Verifies if a design is balanced |

is.fuzzification | Verifies if a matrix is a fuzzification matrix |

is.trfuzzification | Verifies if a matrix is a fuzzification matrix of trapezoidal... |

Kurtosis | Calculates the excess of kurtosis of a random fuzzy variable |

Mid.Spr | Calculates a distance by the d_Mid.Spr between fuzzy numbers |

Moment | Calculates a central sample moment of a random fuzzy variable |

nbreakpoints | Calculates the number of breakpoints of a numerical matrix of... |

n_jk.. | Calculates the number of answers by a specific sub-item |

n_jkq. | Calculates the number of answers by a specific linguistic of... |

p.value.fisher | Calculates the p-value of fuzzy observations taken from a... |

p.value.log | Calculates the p-value of fuzzy observations taken from a... |

p.value.mean.log | Calculates the p-value of fuzzy observations taken from a... |

p.value.mean.normal | Calculates the p-value of fuzzy observations taken from a... |

p.value.mean.poisson | Calculates the p-value of fuzzy observations taken from a... |

p.value.mean.Student | Calculates the p-value of fuzzy observations taken from a... |

p.value.normal | Calculates the p-value of fuzzy observations taken from a... |

p.value.poisson | Calculates the p-value of fuzzy observations taken from a... |

p.value.Student | Calculates the p-value of fuzzy observations taken from a... |

R | Calculates the indicator of information's rate of the data... |

Rho1 | Calculates a distance by the Rho1 between fuzzy numbers |

Rho2 | Calculates a distance by the Rho2 between fuzzy numbers |

Rhop | Calculates a distance by the d_Rhop between fuzzy numbers |

Ri | Calculates the indicator of information's rate of the data... |

Sample.variance | Calculates the sample variance by a convenient metric |

SEQ.ORDERING | Calculates the sequential sums of squares by a convenient... |

SEQ.ORDERING.APPROXIMATION | Calculates the sequential sums of squares by an approximation |

SEQ.ORDERING.EXACT | Calculates the sequential sums of squares by an exact... |

SGD | Calculates a distance by the SGD between fuzzy numbers |

Skewness | Calculates the skewness of a random fuzzy variable |

square | Square a number |

tr.gfuzz | Fuzzifies a variable modelled by trapezoidal or triangular... |

wabl | Calculates a distance by the d_wabl between fuzzy numbers |

Weighted.fuzzy.mean | Calculates the weighted fuzzy sample mean |

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