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Threshold cointegration: overview and implementation in R3 months ago
Introduction: linear cointegration | The extension to threshold cointegration | The TAR model: probabilistic structure | Estimation and inference | Testing | Interpretation | Running the functions on parallel CPUs | Conclusion | References
partsm vignette5 months ago
Introduction | Theoretical overview | The partsm package | Examples and applications
How to create and deploy rgee Shiny apps - I1 years ago
What is an EE user token (EEtk)? | Deploying a simple rgee shiny app on shinyapps.io
How to integrate Rmarkdown and rgee1 years ago
1. The problem | 2. A tentative workaround | 3. Show me the code!
Introduction to rgee5 years ago
1. What is Google Earth Engine ? | 2. The purpose of Earth Engine is to: | 3. Components: | 4. Meet Earth Engine | 5. Why rgee instead of code editor (Javascript)? | 6. Installation | 7. Authentication | 8. Hello World | 9. Checking
Integrate Google Cloud Storage and rgee5 years ago
Create a Service Account Key | 1. Create a Google Cloud Platform (GCP) account | 2. Create a new project | 3. Activate GCS API | 4: Set up a service account | 5: Create and download a SaK as a json file. | Copy the SaK in your system | ERROR: Cannot insert legacy ACL for an object when uniform bucket-level access is enabled | ERROR in Earth Engine servers: Unable to write to bucket demo_0001 (permission denied). | Conclusion
Considerations5 years ago
1. The map message error: | 2. Do not forget the L | 3. Be careful with ee$Date | 4. Take into consideration reserved words in R
Best Practices5 years ago
Avoid mixing client functions and objects with server functions and objects | Avoid converting to list unnecessarily | Avoid ee.Algorithms.If() | Avoid reproject() | Filter and select() first | Use updateMask() instead of mask() | Combine reducers | Use Export | **If you don't need to clip, don't use clip() ** | If you need to clip with a complex collection, use clipToCollection() | Don't use a complex collection as the region for a reducer | Use a non-zero errorMargin | Don't use a ridiculously small scale with reduceToVectors() | Don't use reduceToVectors() with reduceRegions() | Use fastDistanceTransform() for neighborhood operations | Use the optimizations in reduceNeighborhood() | Don't sample more data than you need | Export intermediate results | Join vs. map-filter | reduceRegion() vs. reduceRegions() vs. for-loop | Use forward differencing for neighbors in time
tsDyn: Nonlinear autoregressive time series models in R6 years ago
rddtools6 years ago
Data Preparation and Visualisation | Parametric Estimation | Non-parametric Estimation | Regression Sensitivity tests: | Design Sensitivity tests: | Discontinuity comes from manipulation: McCrary test | Discontinuity comes from covariates: covariates balance tests
Morocco6 years ago