Gallery

Research interests

Nonparametric statistical testing

---

flowchart TD
    I["Nonparametric statistical tests<br><b>Univariate case</b>"] --> J["Median test<br><a href='https://psycnet.apa.org/record/1950-05609-000'target='_blank'>Mood (1950)</a>"]
    I --> L["Wilcoxon-Mann-Whitney test<br><a href='https://www.sciencedirect.com/book/9780126423501/theory-of-rank-tests' target='_blank'>H#225;jek (1999)"]

flowchart TD
    I["Nonparametric statistical tests<br><b>Functional case</b>"] --> J["Median test<br><a href='https://www.tandfonline.com/doi/full/10.1080/10485252.2022.2064997' target='_blank'> Smida et al. (2022)"]
    I --> L["Wilcoxon-Mann-Whitney test<br><a href='https://www.jstor.org/stable/43305650' target='_blank'>Chakraborty et al. (2015)"]

flowchart LR
  fig1("
  <div><img src='img/boxplot_1.png' alt='Potential clusters Image' style='width:400px'><br><b>Univariate example</b></div>
  ") -->
  fig2("
  <div><img src='img/case_study.png' alt='Cluster detected Image' style='width:400px'><br><b>Functional example</b></div>
  ")
  classDef bigg height:320px
  class fig1,fig2 bigg;

---

Scan statistics for cluster detection

---

flowchart TD
    I["Nonparametric spatial scan<br>"] --> J["Univariate data<br><a href='https://www.tandfonline.com/doi/abs/10.1080/03610926.2013.806667'target='_blank'>Cucala (2016)</a>"]
    I --> L["Multivariate data<br><a href='https://www.sciencedirect.com/science/article/abs/pii/S2211675318301192' target='_blank'>Cucala et al. (2018)"]

flowchart LR
  clu("
  <div><img src='img/cercles.png' alt='Potential clusters Image' width='300'><br><b>Scanning the map</b></div>
  ") --> 
  clu2("
  <div><img src='img/cluster.png' alt='Cluster detected Image' width='300'><br><b>Detected cluster</b></div>
  ") --> 
  clu3("
  <div><img src='img/curves.png' alt='Curves detected Image' width='300'><br><b>Detected curves</b></div>
  ")
  classDef bigg height:300px
  class clu,clu2,clu3 bigg;