Continuous-Lag Spatial Markov Chains
Stratum Lengths Boxplot
Display Contours with Multi-directional Transiograms
Empirical Densities Estimation of Stratum Lengths
Transition Probabilities Estimation for Embedded Markov Chain
Estimation of Stratum Lengths for Embedded Markov Chain
Histograms of Stratum Lengths for Each Observed Category
Images with Multidimensional Transiograms
Images with Multi-directional Transiograms
Object test for lengths class
Object test for multi_tpfit class
Object test for multi_transiogram class
Images with Multi-direct`ional Transiograms
Object test for tpfit class
Object test for transiogram class
Plot of Multiple One-dimensional Transiograms
Mean Length Estimation for Embedded Markov Chain
Multidimensional Model Parameters Estimation
Iterated Least Squares Method for Multidimensional Model Parameters Es...
Maximum Entropy Method for Multidimensional Model Parameters Estimatio...
Mean Length Method for Multidimensional Model Parameters Estimation
Multi-directional Transiograms Estimation
Perspective Plots with Multidimensional Transiograms
Perspective Plots with Multi-directional Transiograms
Plot Empirical Densities Estimates of Stratum Lengths
Plot Histograms of Stratum Lengths
Plot Stratum Lengths
Plot One-dimensional Transiograms
Compute Theoretical Multidimensional Transiograms
Compute Theoretical One-dimensional Transiograms
Printing Empirical Densities Estimates of Stratum Lengths
Printing Stratum Lengths for Each Observed Category
Printing Model Parameters for Multidimensional Continuous Lag Spatial ...
Printing Theoretical Multidimensional Transiograms
Printing Stratum Lengths Summary for Each Observed Category
Printing Model Parameters for One-dimensional Continuous Lag Spatial M...
Printing Theoretical or Empirical One-dimensional Transiograms
Conditional Simulation Adjuster Via Quenching Algorithm
Set the number of CPU cores for HPC
Random Field Simulation
Conditional Simulation Based on Indicator Cokriging
Conditional Simulation Based on Indicator Kriging
Multinomial Categorical Simulation
Conditional Simulation Based on Path Algorithms
Continuous Lag Spatial Markov Chains
Summarizing Stratum Lengths
One-dimensional Model Parameters Estimation
Iterated Least Squares Method for One-dimensional Model Parameters Est...
Maximum Entropy Method for One-dimensional Model Parameters Estimation
Mean Length Method for One-dimensional Model Parameters Estimation
Empirical Transition Probabilities Estimation for 1-D MC
Points Classification through Directional Lines
A set of functions is provided for 1) the stratum lengths analysis along a chosen direction, 2) fast estimation of continuous lag spatial Markov chains model parameters and probability computing (also for large data sets), 3) transition probability maps and transiograms drawing, 4) simulation methods for categorical random fields. More details on the methodology are discussed in Sartore (2013) <doi:10.32614/RJ-2013-022> and Sartore et al. (2016) <doi:10.1016/j.cageo.2016.06.001>.