Man pages for HistDAWass
Histogram-Valued Data Analysis
| Age_Pyramids_2014 | Age pyramids of the countries of the World in 2014 |
| Agronomique | Agronomique data |
| Arith-distributionH | Arithmetic operators for histograms |
| BLOOD | Blood data |
| BloodBRITO | Blood data from Brito |
| Center.cell.MatH-methods | Centre the histograms of a matrix |
| checkEmptyBins-methods | Fix the empty bins of histograms |
| China_Month | Monthly climatic data of China |
| China_Seas | Seasonal climatic data of China |
| compP-methods | Cumulative distribution function of a histogram at a value |
| compQ-methods | Quantile of a histogram |
| crwtransform-methods | Centres, radii and weights of the bins of a histogram |
| data2hist | Build a histogram from raw data |
| distributionH-class | Histogram objects: the distributionH class |
| dotpW-methods | Dot product of two histograms |
| DouglasPeucker | Ramer-Douglas-Peucker algorithm |
| extract-methods | Extract a sub-matrix of histograms |
| get.cell.MatH-methods | Get or set a cell of a matrix of histograms |
| get.distr-methods | Cumulative distribution function of a histogram |
| get.histo-methods | Bins of a histogram |
| get.MatH.main.info-methods | Dimensions and names of a matrix of histograms |
| get.MatH.stats-methods | Statistics of the histograms of a matrix |
| get.m-methods | Mean of a histogram (stored value) |
| get.s-methods | Standard deviation of a histogram (stored value) |
| HistDAWass-package | HistDAWass: Histogram-Valued Data Analysis |
| HTS-class | Histogram time series: the HTS class |
| HTS.exponential.smoothing | Exponential smoothing of a histogram time series |
| HTS.moving.averages | Moving averages of a histogram time series |
| HTS.predict.knn | K-NN forecast of a histogram time series |
| kurtH-methods | Kurtosis of a histogram |
| MatH-class | Matrices of histograms: the MatH class |
| meanH-methods | Mean of a histogram |
| OzoneFull | Ozone data (stations without missing data) |
| OzoneH | Ozone data (all the stations) |
| plot-distributionH | Plot a histogram |
| plot_errors | Plot the errors of predicted histograms |
| plot-HTS | Plot a histogram time series |
| plot-MatH | Plot a matrix of histograms |
| plotPredVsObs | Plot observed versus predicted histograms |
| plot-TdistributionH | Plot a histogram with a time reference |
| register-methods | Register two histograms on a common cdf |
| registerMH-methods | Register the histograms of a matrix on a common cdf |
| RetHTS | Histogram time series of returns |
| rQQ-methods | Correlation between the quantile functions of two histograms |
| ShortestDistance | Distance between a point and a line |
| show-distributionH-methods | Print a histogram |
| show-MatH-methods | Print a matrix of histograms |
| skewH-methods | Skewness of a histogram |
| stations_coordinates | Coordinates of the stations of the China datasets |
| stdH-methods | Standard deviation of a histogram |
| subsetHTS-methods | Subset of a histogram time series |
| summaryHTS | Summary statistics of a histogram time series |
| TdistributionH-class | Histograms with a time reference: the TdistributionH class |
| TMatH-class | Matrices of histograms with a time reference: the TMatH class |
| WassSqDistH-methods | Squared L2 Wasserstein distance between two histograms |
| WH.1d.PCA | Principal component analysis of a histogram variable |
| WH_2d_Adaptive_Kohonen_maps | Batch Kohonen self-organising maps of histogram data with... |
| WH_2d_Kohonen_maps | Batch Kohonen self-organising maps of histogram data |
| WH_adaptive_fcmeans | Fuzzy c-means clustering of histogram data with adaptive... |
| WH_adaptive.kmeans | K-means clustering of histogram data with adaptive distances |
| WH.bind-methods | Bind matrices of histograms |
| WH_fcmeans | Fuzzy c-means clustering of histogram data |
| WH_hclust | Hierarchical clustering of histogram data |
| WH_kmeans | K-means clustering of histogram data |
| WH_MAT_DIST | L2 Wasserstein distance matrix |
| WH.mat.prod-methods | Product of two matrices of histograms |
| WH.mat.sum-methods | Sum of two matrices of histograms |
| WH.MultiplePCA | Principal component analysis of a set of histogram variables |
| WH.plot_multiple_indivs | Plot the histograms of the individuals on a factorial plane |
| WH.plot_multiple_Spanish.funs | Plot the variables of a PCA of histogram variables... |
| WH.regression.GOF | Goodness of fit of a two-component regression of histogram... |
| WH.regression.two.components | Two-component regression of histogram variables |
| WH.regression.two.components.predict | Predictions of a two-component regression of histogram... |
| WH.var.covar-methods | Sum of squares, covariance and correlation of histogram... |
| WH.vec.mean-methods | Weighted sum and mean of the histograms of a matrix |
