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NEWS

This release focuses on refining the package to comply with CRAN’s regulatory standards.

• Achieve code coverage exceeding 100%
• Upgrade RcppParallel to version 5.1.7
• Correct typos for improved clarity

In this release, we focus on package maintenance.

• Enhance code coverage over 99%
• Update deprecated R settings and GitHub workflow files
• Fix memory leak errors caused by tbb backend in RcppParallel when testing the package on the platform Debian Linux, R-devel, GCC ASAN/UBSAN
• Enhance the readability of the resultant plot by adding math expression
• Fix grammar errors

In this release, we take care of the perspective of software quality by refactoring code for better readability and adding unit-tests. Accordingly, we add multiple features by separating implicit functions from spatpca.

1. thinPlateSplineMatrix() for producing a thin-plane spline matrix
2. predictEigenfunction()for estimating K dominant patterns on new sites
3. predict() for predicting new target variable Y on new sites
   
4. plot() for spatpca objects for plotting M-fold CV results

• Add unit tests with code coverage 87%

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