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In [[statistics]], a '''spurious relationship''' (or, sometimes, '''spurious correlation''') is a [[mathematical relationship]] in which two events or variables have no direct causal connection, yet it may be wrongly inferred that they do, due to either coincidence or the presence of a certain third, unseen factor (referred to as a "confounding factor" or "[[lurking variable]]"). Suppose there is found to be a correlation between A and B. Aside from coincidence, there are three possible relationships:
Nike's creation foundation are belong to extremely affordable labor countries, Why go to Vietnam in the past number of yrs, India? Can not manage since they have been growing Chinese wages of doing work individuals! Do not around-exaggerate the strength of models, in actuality, say no properly place is that their marketing income staff! Equipment that truly, does not have a lot of pros! Is not that the expressing goes, imports with domestically generated it? Actually bad that substantially? Science and Know-how of China shoe devices can not do out of it?<br><br>Enable me briefly the origin of imitation footwear:<br><br>Imitation shoes in each manufacturing city, air max ltd, has fashioned a large amount of a person-cease! Superior-frequency, embroidery, ribbon, cardboard packing containers, printing, stitching equipment, PU midsole, EVA midsole (with the next foam and a foam), TPU, PVC, air, knife (punching, pores and skin variety alignment, etc.), lasts. Every plant has their division help! They are dependable for manufacturing of every shoe, shoe prelude to acquire from abroad to shell out tens of countless numbers of samples of footwear, or by a few-dimensional improvement of spy images. Who created the initial out of the mold means they seize a pot of gold!<br><br>The past couple of yrs is the formation of a shoe "public finish" of this new field, is specializing in genuine, entire with the reliable solution as sole, TPU, frequency, etcetera., with a realistic income to make far more business enterprise, many factories to can offer the entire city shoe wants! These as the 2009 models now AIR MAX 360, y3 shoes, there are numerous general public at the end provider of a million pairs previous thirty day period to offer the general public at the end, the finish of each and every pair general public and make 2-3 bucks, they commit far more than a hundred million enhancement of mold within just 1 month can return to this, but subsequent time, what would the strategy? The 2009 AIR MAX 360 essentially sold for a complete calendar year has been up to now has not lost the marketplace, their revenue can be imagined!<br><br>The end of general public companies have to do is get samples of shoes, the soles of footwear anatomical study and advancement, to the upper remaining to each and every shoe leather, fabric and other match! Made up of only the soles of his!<br><br>soles with:<br><br>1, typically known as the outer end of RB, most of the revenue for the sake of imitation brand name manufacturers, RB gel information less than twenty, when the Nike gel information is normally thirty or additional, but now some of the pursuit of high-quality imitation manufacturer manufacturers in the gel articles on the actual matter even far more than Nike! Gel material compared with large wear-resistant sneakers do not always, but consolation is much more than thirty finest in fact!<br><br>two, low-cost nike sneakers, normally acknowledged as the conclude of a PU or EVA, PU replica of a mould die is no much more than two million, as prolonged as the one,000 or so for each pair, ten figures at most one million, but the PU uncooked components high-priced, don-resistant , dissolved intolerance, environmental defense and in the stop! EVA, die a minor pricey, most likely between 3000-6000, the next sub-time foam with foam, not environmentally welcoming, but really light-weight, extremely wearable! [https://Www.Google.com/search?hl=en&gl=us&tbm=nws&q=Cushion Cushion] with PU or EVA are generally in the mildew temperature in the piece, will have generated a very good cushion, in accordance to the provisions of the spot into the PU or EVA Mould, by way of the large temperature, the dissolution of PU and EVA, and then cooling, air will be linked with it human body!<br><br>3, is typically known as the close of TPU, are commonly built of plastic, rubber air cushion is also the raw resources made by TPU! Developed right after the development of mold, by measuring the volume of the inflatable! Injection molding device what price tag I feel many individuals must know! Nike's most high priced which I will see about 40 million!<br><br>Bluntly, the growth of a pair of sneakers is truly worthy of soles, uppers for development in the shoe city, air max 2009 previously is a variety of imagining about how to alter to how the diploma of improve! Lasts as lengthy as the sneakers to match on the line!<br><br>Stitching equipment would not have stated, for numerous gals compatriots, that was a chore! Generally the to start with number of hundred pairs will be somewhat lousy, but made two-three times later on with a vamp, then sewing traces are pretty gorgeous!<br><br>Common shoe manufacturing procedure is as follows:<br><br>R & D to get the shoes mildew, the mildew train supporting plant output, supporting the creation out, the observe fitting manufacturing facility, will in good shape a number of supporting their very own residence as extended as the higher punch, needle motor vehicle! Then paste plant again from the in good shape of the soles have their have property with the higher molding! Packing!<br><br>We all know, the soles are rubber and vulcanized rubber to be cross-connected by means of, there is strength to satisfy the prerequisites.<br><br>Merchandise involve a curing curing agent, also need to have to use the vulcanization accelerator in the rubber industry is a pretty significant Marketing is a very prevalent sulfur ZnO (zinc oxide)<br><br>NIKE in South Korea and Taiwan and Southeast Asia's factories, using a incredibly low-cost zinc oxide, you must be questioning why now a good deal of shoes outsole oxidative growing old is quite powerful, because The zinc oxide is usually cheaper in the shorter life of the items utilised, why NIKE will use the zinc oxide it?<br><br>Since this is not a pure zinc oxide, zinc oxide, which a lot of calcium carbonate, sulfide product effectiveness commenced nicely, but up to 16 months, the efficiency begins to degrade, and now you [http://search.un.org/search?ie=utf8&site=un_org&output=xml_no_dtd&client=UN_Website_en&num=10&lr=lang_en&proxystylesheet=UN_Website_en&oe=utf8&q=realize&Submit=Go realize] why NIKE use this ideal? So lots of new products and solutions come out each 12 months, and if worn for a lengthy time, how to make cash?<br><br>Not get the job done Nike is not great, but now stores to all dependable?<br><br>In case you liked this article along with you would want to get more details regarding [http://tinyurl.com/odudrnx jordan shoes australia] kindly stop by our webpage.
 
: A causes B,
: B causes A,
: '''OR'''
: C causes both A and B.
 
In the last case there is a spurious correlation between A and B.  In a regression model where A is regressed on B but C is actually the true causal factor for A, this misleading choice of [[dependent and independent variables|independent variable]] (B instead of C) is called specification error.
 
Because correlation can arise from the presence of a lurking variable rather than from direct causation, it is often said that "[[Correlation does not imply causation]]".{{citation needed|date=April 2013}}
 
A spurious relationship should not be confused with a '''spurious regression''', which refers to a regression that shows significant results due to the presence of a [[unit root]] in both variables.{{citation needed|date=April 2013}}
 
==General example==
 
An example of a spurious relationship can be illuminated by examining a city's [[ice cream]] sales. These sales are highest when the rate of drownings in city [[swimming pool]]s is highest. To allege that ice cream sales cause drowning, or vice-versa, would be to imply a spurious relationship between the two. In reality, a [[heat wave]] may have caused both. The heat wave is an example of a hidden or unseen variable, also known as a [[confounding variable]].
 
Another popular example is a series of Dutch statistics showing a positive correlation between the number of storks nesting in a series of springs and the number of human babies born at that time.  Of course there was no causal connection; they were correlated with each other only because they were correlated with the weather nine months before the observations.<ref>{{cite book |editor1-first=Roger |editor1-last=Sapsford |editor2-first=Victor |editor2-last=Jupp |title=Data Collection and Analysis |publisher=Sage |year=2006 |isbn=0-7619-4362-5 }}</ref> However Höfer et al. (2004) showed the correlation to be stronger than just weather variations as he could show in post reunification Germany that, while the number of clinical deliveries was not linked with the rise in stork population, out of hospital deliveries correlated with the stork population.<ref>{{cite journal|last=Höfer|first=Thomas|coauthors=Hildegard Przyrembel and Silvia Verleger|title=New evidence for the Theory of the Stork|journal=Paediatric and Perinatal Epidemiology|year=2004|volume=18|issue=1|pages=18–22|doi=10.1111/j.1365-3016.2003.00534.x}}</ref>
 
==Detecting spurious relationships==
 
The term "spurious relationship" is commonly used in [[statistics]] and in particular in [[experimental techniques|experimental research]] techniques, both of which attempt to understand and predict direct causal relationships (X → Y). A non-causal correlation can be spuriously created by an antecedent which causes both (W → X and W → Y).  Intervening variables (X → W → Y), if undetected, may make indirect causation look direct.  Because of this, experimentally identified [[correlation]]s do not represent [[Causality|causal relationships]] unless spurious relationships can be ruled out.
 
===Experiments===
 
In experiments, spurious relationships can often be identified by controlling for other factors, including those that have been theoretically identified as possible confounding factors. For example, consider a researcher trying to determine whether a new drug kills bacteria; when the researcher applies the drug to a bacterial culture, the bacteria die. But to help in ruling out the presence of a confounding variable, another culture is subjected to conditions that are as nearly identical as possible to those facing the first-mentioned culture, but the second culture is not subjected to the drug. If there is an unseen confounding factor in those conditions, this control culture will die as well, so that no conclusion of efficacy of the drug can be drawn from the results of the first culture. On the other hand, if the control culture does not die, then the researcher cannot reject the hypothesis that the drug is efficacious.
 
===Non-experimental statistical analyses===
 
Disciplines whose data are mostly non-experimental, such as [[economics]], usually employ observational data to establish causal relationships. The body of statistical techniques used in economics is called [[econometrics]]. The main statistical method in econometrics is multivariate [[regression analysis]].  Typically a linear relationship such as
 
:<math>y = a_0 + a_1x_1 + a_2x_2 + \cdots + a_kx_k + e</math>
 
is hypothesized, in which <math>y</math> is the dependent variable (hypothesized to be the caused variable), <math>x_j</math> for ''j''&nbsp;=&nbsp;1,&nbsp;...,&nbsp;''k'' is the ''j''<sup>th</sup> independent variable (hypothesized to be a causative variable), and <math>e</math> is the error term (containing the combined effects of all other causative variables, which must be uncorrelated with the included independent variables).  If there is reason to believe that none of the <math>x_j</math>s is caused by ''y'', then estimates of the coefficients <math>a_j</math> are obtained.  If the null hypothesis that <math>a_j=0</math> is rejected, then the alternative hypothesis that <math>a_{j} \ne 0 </math> and equivalently that <math>x_j</math> causes ''y'' cannot be rejected.  On the other hand, if the null hypothesis that <math>a_j=0</math> cannot be rejected, then equivalently the hypothesis of no causal effect of <math>x_j</math> on ''y'' cannot be rejected.  Here the notion of causality is one of  [[Causality#Necessary and sufficient causes|contributory causality]]:  If the true value <math>a_j \ne 0</math>, then a change in <math>x_j</math> will result in a change in ''y'' ''unless'' some other causative variable(s), either included in the regression or implicit in the error term, change in such a way as to exactly offset its effect; thus a change in <math>x_j</math> is ''not sufficient'' to change&nbsp;''y''.  Likewise, a change in <math>x_j</math> is ''not necessary'' to change ''y'', because a change in ''y'' could be caused by something implicit in the error term (or by some other causative explanatory variable included in the model).
 
Regression analysis controls for other relevant variables by including them as regressors (explanatory variables). This helps to avoid mistaken inference of causality due to the presence of a third, underlying, variable that influences both the potentially causative variable and the potentially caused variable: its effect on the potentially caused variable is captured by directly including it in the regression, so that effect will not be picked up as a spurious effect of the potentially causative variable of interest. In addition, the use of multivariate regression helps to avoid wrongly inferring that an indirect effect of, say ''x''<sub>1</sub> (e.g., ''x''<sub>1</sub> → ''x''<sub>2</sub> → ''y'') is a direct effect (''x''<sub>1</sub> → ''y'').
 
Just as an experimenter must be careful to employ an experimental design that controls for every confounding factor, so also must the user of multiple regression be careful to control for all confounding factors by including them among the regressors. If a confounding factor is omitted from the regression, its effect is captured in the error term by default, and if the resulting error term is correlated with one (or more) of the included regressors, then the estimated regression may be biased or inconsistent (see [[omitted variable bias]]).
 
==See also==
*[[Causality]]
*[[Correlation does not imply causation]]
*[[Omitted-variable bias]]
*[[Post_hoc_ergo_propter_hoc#Pattern|Post hoc fallacy]]
*[[Specification (regression)]]
 
==Footnotes==
{{Reflist}}
 
==References==
*{{cite book |last=Pearl |first=Judea |title=Causality: Models, Reasoning and Inference |publisher=Cambridge University Press |year=2000 |isbn=0521773628 }}
*{{cite journal |last=Yule |first=G. U. |year=1926 |title=Why do we sometimes get nonsense correlations between time series?—A study in sampling and the nature of time series |journal=[[Journal of the Royal Statistical Society]] |volume=89 |issue=1 |pages=1–64 |jstor=2341482 }}
 
==External links==
* Burns, William C., "''[http://www.burns.com/wcbspurcorl.htm Spurious Correlations]''", 1997.
* [http://bayes.cs.ucla.edu/LECTURE/lecture_sec1.htm "The Art and Science of Cause and Effect"]: a slide show and tutorial lecture by Judea Pearl
 
[[Category:Logical fallacies]]
[[Category:Logic and statistics]]
[[Category:Statistical dependence]]

Revision as of 03:56, 1 March 2014

Nike aim is to do printing, nike air max sneakers posted by significant-frequency equipment up, and do what thousands and thousands of equipment! Now standard is basically not a resource to establish true and wrong!

Nike's creation foundation are belong to extremely affordable labor countries, Why go to Vietnam in the past number of yrs, India? Can not manage since they have been growing Chinese wages of doing work individuals! Do not around-exaggerate the strength of models, in actuality, say no properly place is that their marketing income staff! Equipment that truly, does not have a lot of pros! Is not that the expressing goes, imports with domestically generated it? Actually bad that substantially? Science and Know-how of China shoe devices can not do out of it?

Enable me briefly the origin of imitation footwear:

Imitation shoes in each manufacturing city, air max ltd, has fashioned a large amount of a person-cease! Superior-frequency, embroidery, ribbon, cardboard packing containers, printing, stitching equipment, PU midsole, EVA midsole (with the next foam and a foam), TPU, PVC, air, knife (punching, pores and skin variety alignment, etc.), lasts. Every plant has their division help! They are dependable for manufacturing of every shoe, shoe prelude to acquire from abroad to shell out tens of countless numbers of samples of footwear, or by a few-dimensional improvement of spy images. Who created the initial out of the mold means they seize a pot of gold!

The past couple of yrs is the formation of a shoe "public finish" of this new field, is specializing in genuine, entire with the reliable solution as sole, TPU, frequency, etcetera., with a realistic income to make far more business enterprise, many factories to can offer the entire city shoe wants! These as the 2009 models now AIR MAX 360, y3 shoes, there are numerous general public at the end provider of a million pairs previous thirty day period to offer the general public at the end, the finish of each and every pair general public and make 2-3 bucks, they commit far more than a hundred million enhancement of mold within just 1 month can return to this, but subsequent time, what would the strategy? The 2009 AIR MAX 360 essentially sold for a complete calendar year has been up to now has not lost the marketplace, their revenue can be imagined!

The end of general public companies have to do is get samples of shoes, the soles of footwear anatomical study and advancement, to the upper remaining to each and every shoe leather, fabric and other match! Made up of only the soles of his!

soles with:

1, typically known as the outer end of RB, most of the revenue for the sake of imitation brand name manufacturers, RB gel information less than twenty, when the Nike gel information is normally thirty or additional, but now some of the pursuit of high-quality imitation manufacturer manufacturers in the gel articles on the actual matter even far more than Nike! Gel material compared with large wear-resistant sneakers do not always, but consolation is much more than thirty finest in fact!

two, low-cost nike sneakers, normally acknowledged as the conclude of a PU or EVA, PU replica of a mould die is no much more than two million, as prolonged as the one,000 or so for each pair, ten figures at most one million, but the PU uncooked components high-priced, don-resistant , dissolved intolerance, environmental defense and in the stop! EVA, die a minor pricey, most likely between 3000-6000, the next sub-time foam with foam, not environmentally welcoming, but really light-weight, extremely wearable! Cushion with PU or EVA are generally in the mildew temperature in the piece, will have generated a very good cushion, in accordance to the provisions of the spot into the PU or EVA Mould, by way of the large temperature, the dissolution of PU and EVA, and then cooling, air will be linked with it human body!

3, is typically known as the close of TPU, are commonly built of plastic, rubber air cushion is also the raw resources made by TPU! Developed right after the development of mold, by measuring the volume of the inflatable! Injection molding device what price tag I feel many individuals must know! Nike's most high priced which I will see about 40 million!

Bluntly, the growth of a pair of sneakers is truly worthy of soles, uppers for development in the shoe city, air max 2009 previously is a variety of imagining about how to alter to how the diploma of improve! Lasts as lengthy as the sneakers to match on the line!

Stitching equipment would not have stated, for numerous gals compatriots, that was a chore! Generally the to start with number of hundred pairs will be somewhat lousy, but made two-three times later on with a vamp, then sewing traces are pretty gorgeous!

Common shoe manufacturing procedure is as follows:

R & D to get the shoes mildew, the mildew train supporting plant output, supporting the creation out, the observe fitting manufacturing facility, will in good shape a number of supporting their very own residence as extended as the higher punch, needle motor vehicle! Then paste plant again from the in good shape of the soles have their have property with the higher molding! Packing!

We all know, the soles are rubber and vulcanized rubber to be cross-connected by means of, there is strength to satisfy the prerequisites.

Merchandise involve a curing curing agent, also need to have to use the vulcanization accelerator in the rubber industry is a pretty significant Marketing is a very prevalent sulfur ZnO (zinc oxide)

NIKE in South Korea and Taiwan and Southeast Asia's factories, using a incredibly low-cost zinc oxide, you must be questioning why now a good deal of shoes outsole oxidative growing old is quite powerful, because The zinc oxide is usually cheaper in the shorter life of the items utilised, why NIKE will use the zinc oxide it?

Since this is not a pure zinc oxide, zinc oxide, which a lot of calcium carbonate, sulfide product effectiveness commenced nicely, but up to 16 months, the efficiency begins to degrade, and now you realize why NIKE use this ideal? So lots of new products and solutions come out each 12 months, and if worn for a lengthy time, how to make cash?

Not get the job done Nike is not great, but now stores to all dependable?

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