polynomial regression
collocation in Englishmeaningsofpolynomialandregression
These words are often used together. Click on the links below to explore the meanings. Or,see other collocations withregression.
polynomial
noun[C]
uk/ˌpɒl.iˈnəʊ.mi.əl/us/ˌpɑː.liˈnoʊ.mi.əl/
a number or variable (= mathematical symbol), or the result of adding or subtracting two or more numbers ...
See more atpolynomial
regression
noun[C or U]
uk/rɪˈɡreʃ.ən/us/rɪˈɡreʃ.ən/
formal
a return to a previous and less advanced or worse state, condition, or way ...
See more atregression
(Definition ofpolynomialandregressionfrom theCambridge English Dictionary© Cambridge University Press)
Examplesofpolynomial regression
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
Volume calculations were investigated using a growth curve rather than apolynomialregressionmodel.
From theCambridge English Corpus
This prediction was confirmed by thepolynomialregressionanalysis of case-marking mastery on the overall decision latencies.
From theCambridge English Corpus
Polynomialregressionanalysis was performed to evaluate the relation between right ventricular volumes and body surface area in the normal group.
From theCambridge English Corpus
This hypothesis can be tested by examining whether there is a significantly positive quadratic component in apolynomialregressionanalysis.
From theCambridge English Corpus
To test for deviations from density-independent exponential growth, we tested for deviation from linearity using second orderpolynomialregression.
From theCambridge English Corpus
In order to examine the inverted u-shaped relationship between case-marking mastery and processing speed, apolynomialregressionwas performed on the overall decision latencies for both groups combined.
From theCambridge English Corpus
Therefore, for least squares analysis, the computational and inferential problems ofpolynomialregression can be completely addressed using the techniques of multiple regression.
From
Wikipedia
Therefore, non-parametric regression approaches such as smoothing can be useful alternatives topolynomialregression.
From
Wikipedia
Some of these methods make use of a localized form of classicalpolynomialregression.
From
Wikipedia
In fact, models such aspolynomialregressionare often too powerful, in that they tend to overfit the data.
From
Wikipedia
The goal ofpolynomialregressionis to model a non-linear relationship between the independent and dependent variables (technically, between the independent variable and the conditional mean of the dependent variable).
From
Wikipedia
An advantage of traditionalpolynomialregressionis that the inferential framework of multiple regression can be used (this also holds when using other families of basis functions such as splines).
From
Wikipedia
The (implicit) feature space of a polynomial kernel is equivalent to that ofpolynomialregression, but without the combinatorial blowup in the number of parameters to be learned.
From
Wikipedia
In the twentieth century,polynomialregressionplayed an important role in the development of regression analysis, with a greater emphasis on issues of design and inference.
From
Wikipedia
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
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