  This paper focuses on the utility of various data transformation techniques,
which might be under the principal component analysis (PCA) category, on
exoplanet research. The first section introduces the methodological background
of PCA and related techniques. The second section reviews the studies which
utilized these techniques in the exoplanet research field and compiles the
focuses in the literature under different items in the overview, with future
research direction recommendations at the end.
