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Dr James G Wright PhD, Scientist
I originally studied Mathematics at Cambridge
University, and subsequently obtained a PhD entitled Nonlinear
Hierarchical Modelling of Chemotherapeutic agents. Very early in
my career, I realized that relying entirely on statistics (the science
of analyzing data) was insufficient. My earliest analyses were
naive in that they pretended that all the information one could ever
need was contained in the dataset, and ignored all of the
existing biological knowledge. I quickly learnt that knowing
a great deal about equations could not substitute for understanding what the
equations imply in terms of biology and pharmacology.
Over the following
decade, I have developed hundreds of pharmacokinetic and pharmacodynamic
models whose structure is derived from biology and pharmacology, whilst
retaining statistical validity. From the established biomarkers in
cardiovascular medicine, to new innovations in neuroscience and
oncology, there is always insight in the minds of scientists that
can strengthen and define appropriate mathematical models. Models
that make sense to scientists and clinicians, and whose parameters
represent real biology, are far more useful than empirical fits to the
data. In this way, the data analysis approximates reality rather
than attempting to warp reality into a standardized statistical analysis. Wright
Dose Ltd acts as a translator
between the language of scientists and the language of computers, and by
bringing the two closer together, we can account for the complexity in
the data and evaluate hypotheses that represent what scientists are
actually thinking. |