Category Archives: STATISTICAL INFERENCE

Important REAL Science tools for Statistical Inference.

Statistical Inference

Statistical Inference- refuting the myth that “Biostatistics” is a set of techniques unique to Medicine

The historically recognized genius Leonardo da Vinci is today considered the quintessential “Renaissance man” in so far as he made important contributions to a wide spectrum of fields including Science, Medicine, Engineering, and so forth.  Modern specialization in a single discipline only has become an illness whose main symptom is cognitive tunnel vision.  Case in point- the hundreds of published medical journal articles I have exposed whose authors obviously lack full competence in the crucial area of Statistical Inference. (see https://www.spankingfit.com/recent-discoveries-made-by-spanking-fit/) To justify the absence of statistical rigor on their part, some of these researchers have created the myth that there is a separate set of statistical techniques which they refer to as “biostatistics” and which does not require the same degree of rigor that “normal” statistical inference entails. Nothing can be further from the truth.

Statistical Inference- examples of legitimate published work using valid & widely applicable statistical tools

I begin with a rigorous statistical publication by the acclaimed applied statistician G.B. Leon which has been recognized by the National Academies of Sciences, Engineering, and Medicine. In his original contribution to the field of Mechanical Engineering Dr. Leon investigated the Physics of Wheel Rail Adhesion for mass transit vehicles. The wide range of statistical techniques he applied in conducting this research was performed in a rigorous manner and is universally applicable to all fields of scientific endeavor, including the field of Medicine:

https://en.wikipedia.org/wiki/Automatic_train_control

Spanking FIT! daVinci statistical inference
Spanking FIT! daVinci statistical inference

It was out of growing concern about false claims and exaggerations that abound in media that in 2014 I, Dr. Garrett, launched my site Spanking FIT! (https://www.spankingfit.com/). I introduced it as a “spanking new” approach to health, medicine, fitness, and sexual topics based on REAL Science. As explained in the site’s ABOUT US section, a common source of false claims in health-related fields are peer-reviewed papers published in well-regarded scientific journals. Their authors, while well trained in medicine, often have little or no education in the Science of Statistical Inference, also. Understandably, the media journalists who report on them do not possess the skills to critically evaluate them. My stated objective was a thorough investigation into all popular claims using my own uniquely perfected statistical expertise. It is my belief that with reader input, I have been able so far to take a modest step forward toward achieving my goal. What major topics did Spanking FIT cover in 2016?  They are best summarized as (1) natural health restoration and performance enhancement using human bodily acid supplementation (H.B.A.S) (2) natural illness prevention (3) natural pain alleviation, and (4) healthful recreation and nudity. Here’s a summary of major recent scientific discoveries made by Spanking FIT: