Shiny Applications for FDA Paper

Accompanying material to "A functional-data approach to the Argo data" (2021) D. Yarger, S. Stoev, T. Hsing.

• • Github code and images: https://github.com/dyarger/argofda

  • JSM 2020 slides: https://drive.google.com/file/d/1ljVHCn_guDbOFT9P5Zcw4gG8vCKqvkUo/view?usp=sharing

  • Argo data selection: Allows one to select and download data near a location and time of the year

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/argo_data/.

  • Mean estimation: Computes the mean estimate at a chosen location for fixed bandwidth and smoothing parameters

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/mean_est/.

  • Mean review: Gives the February results from the mean and compares to the Roemmich and Gilson mean in February, kindly provided by John Gilson

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/mean_review/.

  • Functional PCA results: Gives the estimated principal components for a fixed location

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/pca_results/.

  • Maximum likelihood results: Gives the parameters estimated from the modeling of the scores

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/score_params/.

  • Ocean Heat Content results: Gives plots similar to those in paper for each year

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/ohc_review/.

  • Mixed Layer Depth results: Gives plots similar to those in paper for each year

    • https://rada.stat.lsa.umich.edu/shiny/dyarger/paper/mld_review/.