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Building coins1 years ago
What is a coin? | Indicator data | Indicator metadata | Building with new_coin() | Example coin | Purses and panel data | Summary
Imputation2 years ago
Introduction | Data frames | Coins | Purses
Sensitivity Analysis2 years ago
Introduction | Defining the problem | Input distributions | Uncertainty analysis | Sensitivity analysis | Discussion/tips | Removing elements
Aggregation2 years ago
Introduction | Weighting | Approaches | Means | Other methods | Coins | COINr aggregation functions | External functions | Data availability limits | By level | Data frames | Purses | What next?
Normalisation3 years ago
Coins | Calling external functions | Directions | Goalposts, targets and iMeta specification | Individual normalisation | Data frames and vectors | Purses | Simplified normalisation | Built-in normalisation functions | Linear methods | Min-max | Z-score | Scaling | Distance to maximum | Fraction of maximum | Rank methods | Ranks | Borda | Percentile ranks | Targets and references | Distance to a reference | Distance to target | Goalposts
Changes from COINr v1.0.03 years ago
Why | Robustness and efficiency | Focus | Dependencies | Features and flexibility | Syntax | What's changed? | Function names | Function features | New "coin" class and methods | Purses and panel data | Documentation | Removed functions | COINr6: I want out! | Summary
Overview4 years ago
Introduction | Installation | Features | Quick example | Finally
Visualisation4 years ago
Framework | Statistical plots | Distributions | Correlations | Indicator plots | Bar | Dot plots | Scatter
Weights4 years ago
Manual re-weighting | Effective weights | PCA weights | Optimised weights
Data selection4 years ago
Data sets | Data subsets | Indicators/columns | Units/rows | Manual selection
Adjustments and Comparisons4 years ago
Regeneration | Adding/removing indicators | Comparison
Analysis4 years ago
Indicator statistics | Unit data availability | Correlations | Multivariate tools
Denomination4 years ago
Data frames | Coins | Purses
Other Functions4 years ago
Import and export | Converting from older COINr versions | Other useful functions
Outlier Treatment4 years ago
Introduction | The Treat() function | Numeric vectors | Data frames | Coins | Default treatment | Individual treatment | External functions | Purses | Simplified function
Presenting Results4 years ago
Unit Screening4 years ago
Data frames | Coins | Purses