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A quick tour of msir6 months ago
Introduction | Example: 1-dimensional nonlinear response curve | Example: 1-dimensional symmetric response curve | Example: 2-dimensional response curve | General usage of spinplot() function | References
A quick tour of mclust8 months ago
Introduction | Clustering | Initialisation | Classification | EDDA | MclustDA | Cross-validation error | Density estimation | Univariate | Multivariate | Bootstrap inference | Dimension reduction | Using colorblind-friendly palettes | References
A quick tour of qcc1 years ago
Introduction | Shewhart charts | x-bar chart | Specifying dates for rationale subgroups | R chart | S chart | Variable control limits in control charts | p and np charts | c and u charts | Continuous one-at-time data | Standardized p chart | Operating Characteristic Curves | Cusum chart | EWMA | Process capability analysis | Multivariate Quality Control Charts | Pareto chart | Cause and effect diagram | Process variation examples | Simple random variation | Between and within sample extra variation | Autocorrelation | Recurring cycles | Trends | Mixture | Sudden jumps | References
A quick tour of clustvarsel1 years ago
Introduction | Simulated clustering data example | Simulated no-clustering data example | References
A quick tour of mclustAddons2 years ago
Introduction | Density estimation for data with bounded support | Univariate case with lower bound | Univariate case with lower & upper bounds | Bivariate case with lower bounds | Suicide data | Racial data | Modal clustering using MEM algorithm for Gaussian mixtures | Simulated datasets | Entropy estimation | Simulated data | Faithful data | Iris data | Volatility analysis of financial log-returns | Gold price 2023 data | References
A quick tour of ppgmmga2 years ago
Introduction | Banknote data | 1-dimensional PPGMMGA | 2-dimensional PPGMMGA | 3-dimensional PPGMMGA | References
A quick tour of GA2 years ago
Introduction | Function optimisation in one dimension | Function optimisation in two dimensions | Setting some members of the initial population | Constrained optimisation | Integer optimisation | Binary search solution | Real-valued search solution | A comparison | Hybrid GAs | Parallel computing | Island evolution | Memoization | Miscellanea | Applying a post-fitness function evaluation | References