Principal component analysis of histogram data 8 hours ago
PCA of one histogram variable | PCA of several histogram variables | Reference
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Creating histogram-valued data 21 hours ago
A single histogram | From raw data to a histogram | A matrix of histograms | From a data frame of raw data | Working with a MatH | Registration | Histogram time series
Basic statistics for histogram data 21 hours ago
Statistics of a single histogram | Arithmetic and distance between two histograms | Statistics of each histogram of a matrix | Mean histogram, variance, covariance and correlation of the variables | Distances between individuals | Reference
Clustering histogram data: k-means and fuzzy c-means 21 hours ago
K-means | Choosing the number of clusters | K-means with adaptive distances | Fuzzy c-means | Fuzzy c-means with adaptive distances | Comparing partitions | References
Linear regression of histogram variables 21 hours ago
The two-component model | Fitting the model | Predictions and goodness of fit | Plotting observed and predicted histograms | Simplified computations | Reference