Man pages for Airpino/HistDAWass
Histogram-Valued Data Analysis
| Age_Pyramids_2014 | Age pyramids of all the countries of the World in 2014 |
| Agronomique | Agronomique data |
| BLOOD | Blood dataset for Histogram data analysis |
| BloodBRITO | Blood dataset from Brito P. for Histogram data analysis |
| Center.cell.MatH-methods | Method Center.cell.MatH Centers all the cells of a matrix of... |
| checkEmptyBins-methods | Method 'checkEmptyBins' |
| China_Month | A monthly climatic dataset of China |
| China_Seas | A seasonal climatic dataset of China |
| compP-methods | Method 'compP' |
| compQ-methods | Method 'compQ' |
| crwtransform-methods | Method 'crwtransform': returns the centers and the radii of... |
| data2hist | From real data to distributionH. |
| distributionH-class | Class distributionH. |
| dotpW-methods | Method 'dotpW' |
| DouglasPeucker | Ramer-Douglas-Peucker algorithm for curve fitting with a... |
| extract-methods | extract from a MatH Method [ |
| get.cell.MatH-methods | Method get.cell.MatH Returns the histogram in a cell of a... |
| get.distr-methods | Method 'get.distr': show the distribution |
| get.histo-methods | Method 'get.histo': show the distribution with bins |
| get.MatH.main.info-methods | Method get.MatH.main.info |
| get.MatH.ncols-methods | Method get.MatH.ncols |
| get.MatH.nrows-methods | Method get.MatH.nrows |
| get.MatH.rownames-methods | Method get.MatH.rownames |
| get.MatH.stats-methods | Method get.MatH.stats |
| get.MatH.varnames-methods | Method get.MatH.varnames |
| get.m-methods | Method 'get.m': the mean of a distribution |
| get.s-methods | Method 'get.s': the standard deviation of a distribution |
| HistDAWass-package | Histogram-Valued Data Analysis |
| HTS-class | Class HTS |
| HTS.exponential.smoothing | Smoothing with exponential smoothing of a histogram time... |
| HTS.moving.averages | Smoothing with moving averages of a histogram time series |
| HTS.predict.knn | K-NN predictions of a histogram time series |
| is.registeredMH-methods | Method is.registeredMH |
| kurtH-methods | Method 'kurtH': computes the kurthosis of a distribution |
| MatH-class | Class MatH. |
| meanH-methods | Method 'meanH': computes the mean of a distribution |
| minus | Method - |
| OzoneFull | Full Ozone dataset for Histogram data analysis |
| OzoneH | Complete Ozone dataset for Histogram data analysis |
| plot-distributionH | plot for a distributionH object |
| plot_errors | A function for plotting functions of errors |
| plot-HTS | Method plot for a histogram time series |
| plot-MatH | Method plot for a matrix of histograms |
| plotPredVsObs | A function for comparing observed vs predicted histograms |
| plot-TdistributionH | plot for a TdistributionH object |
| plus-methods | Method + |
| register-methods | Method 'register' |
| registerMH-methods | Method registerMH |
| RetHTS | A histogram-valued dataset of returns |
| rQQ-methods | Method 'rQQ' |
| set.cell.MatH-methods | Method set.cell.MatH assign a histogram to a cell of a matrix... |
| ShortestDistance | Shortes distance from a point o a 2d segment |
| show-distributionH-methods | Method show for distributionH |
| show-MatH-methods | Method show for MatH |
| skewH-methods | Method 'skewH': computes the skewness of a distribution |
| stations_coordinates | Stations coordinates of China_Month and China_Seas datasets |
| stdH-methods | Method 'stdH': computes the standard deviation of a... |
| subsetHTS-methods | Method 'subsetHTS': extract a subset of a histogram time... |
| summaryHTS | A function for summarize HTS |
| TdistributionH-class | Class TdistributionH |
| times-methods | Method * |
| TMatH-class | Class TMatH |
| WassSqDistH-methods | Method 'WassSqDistH' |
| WH.1d.PCA | Principal components analysis of histogram variable based on... |
| WH_2d_Adaptive_Kohonen_maps | Batch Kohonen self-organizing 2d maps using adaptive... |
| WH_2d_Kohonen_maps | Batch Kohonen self-organizing 2d maps for histogram-valued... |
| WH_adaptive_fcmeans | Fuzzy c-means with adaptive distances for histogram-valued... |
| WH_adaptive.kmeans | K-means of a dataset of histogram-valued data using adaptive... |
| WH.bind.col-methods | Method WH.bind.col |
| WH.bind-methods | Method WH.bind |
| WH.bind.row-methods | Method WH.bind.row |
| WH.correlation2-methods | Method WH.correlation2 |
| WH.correlation-methods | Method WH.correlation |
| WH_fcmeans | Fuzzy c-means of a dataset of histogram-valued data |
| WH_hclust | Hierarchical clustering of histogram data |
| WH_kmeans | K-means of a dataset of histogram-valued data |
| WH_MAT_DIST | L2 Wasserstein distance matrix |
| WH.mat.prod-methods | Method WH.mat.prod |
| WH.mat.sum-methods | Method WH.mat.sum |
| WH.MultiplePCA | Principal components analysis of a set of histogram variable... |
| WH.plot_multiple_indivs | Plot histograms of individuals after a Multiple factor... |
| WH.plot_multiple_Spanish.funs | Plotting Spanish fun plots for Multiple factor analysis of... |
| WH.regression.GOF | Goodness of Fit indices for Multiple regression of histogram... |
| WH.regression.two.components | Multiple regression analysis for histogram variables based on... |
| WH.regression.two.components.predict | Multiple regression analysis for histogram variables based on... |
| WH.SSQ2-methods | Method WH.SSQ2 |
| WH.SSQ-methods | Method WH.SSQ |
| WH.var.covar2-methods | Method WH.var.covar2 |
| WH.var.covar-methods | Method WH.var.covar |
| WH.vec.mean-methods | Method WH.vec.mean |
| WH.vec.sum-methods | Method WH.vec.sum |
