statistics - Geoscience Statistics Analysis
Geostatistics, uncertainty quantification, and time series analysis for paleoseismic research
Tags
Updated: 2026-03-19geostatisticstime series analysismonte carlopaleoseismologyspatial analysisuncertainty quantification
Capabilities
Typical Inputs
Typical Outputs
What this skill does
- calculate z-scores
- detect anomalies
- quantify dating uncertainty
- perform Monte Carlo simulations
- calculate recurrence intervals
- analyze spatial clustering
- detect change points
- estimate kernel density
- test significance
- calculate correlations
- remove trends
Inputs
- time series data
- age distributions
- event dates
- earthquake locations
- fault maps
- spatial coordinates
Outputs
- z-scores
- anomaly flags
- uncertainty ranges
- recurrence statistics
- clustering results
- density maps
- p-values
- correlation coefficients
- change points
- detrended data
Requirements
- statistical methods
- MCP tools