When Linear Regression Gets Out of Line: Finding the Fix
نویسندگان
چکیده
منابع مشابه
on the effect of linear & non-linear texts on students comprehension and recalling
چکیده ندارد.
15 صفحه اولCompetitive On-line Linear Regression
We apply a general algorithm for merging prediction strategies (the Aggregating Algorithm) to the problem of linear regression with the square loss; our main assumption is that the response variable is bounded. It turns out that for this particular problem the Aggregating Algorithm resembles, but is slightly different from, the wellknown ridge estimation procedure. From general results about th...
متن کاملOn-line predictive linear regression
We consider the on-line predictive version of the standard problem of linear regression; the goal is to predict each consecutive response given the corresponding explanatory variables and all the previous observations. The standard treatment of prediction in linear regression analysis has two drawbacks: (1) the usual prediction intervals guarantee that the probability of error is equal to the n...
متن کاملCollaboration gets the most out of software
By centralizing many of the tasks associated with the upkeep of scientific software, SBGrid allows researchers to spend more of their time on research.
متن کاملImmunology Gets Out of the Box
Biological sciences fall into two broad categories: First, there are ‘‘basal’’ disciplines, including evolutionary biology, genetics, biochemistry, and molecular cell biology. They use universal terminology and focus on problems fundamental to all of biology. Then there are specialized fields, like immunology, neurobiology, microbiology, and physiology. A typical immunologist, neuroscientist, a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Clinical Chemistry
سال: 2020
ISSN: 0009-9147,1530-8561
DOI: 10.1093/clinchem/hvaa163