For example, naive Bayes and linear discriminant analysis are joint probability models, whereas logistic regression is a conditional probability model.

For this reason, US troops in Vietnam saw six times more combat than in preceding wars, due to less time spent on logistic delays.

For systems such as the logistic map, the bifurcation diagram shows a range of parameter values for which apparently the only cycle has period 3.

For example, in modern mechanized warfare, the logistic train for a military unit's fuel supply is often the most vulnerable part of a nation's order of battle.

For example, the Trauma and Injury Severity Score ( TRISS ), which is widely used to predict mortality in injured patients, was originally developed by Boyd et al using logistic regression.

For example, logistic regression might be used to predict whether a patient has a given disease ( e. g. diabetes ), based on observed characteristics of the patient ( age, gender, body mass index, results of various blood tests, etc .).

For full profile tasks, linear regression may be appropriate, for choice based tasks, maximum likelihood estimation, usually with logistic regression are typically used.

For example, in a Boltzmann machine, the activation is interpreted as the probability of generating an action potential spike, and is determined via a logistic function on the sum of the inputs to a unit.

For example, in the three parameter logistic ( 3PL ) model, the probability of a correct response to an item i is:

** For sustained outstanding service in the provision of logistic support to warlike operations in East Timor.

For example, in a logistic regression, one may wish to predict the probability of a binary outcome Y conditional on the value of a continuously distributed X.

For the competition equations, the logistic equation is the basis.

For comparison, a logistic regression model was also trained on the same data.

For contrast, a logistic regression model ( which is somewhat less-prone to over-fit ) was also trained on this same data.

For example, the tent map is topologically conjugate to the logistic map.

For example, on the basis of the regression equation, a child with an I.Q. of 120 in this sample would be expected to earn an achievement test score of 4.8 ( grade equivalent ).

For example, in a regression on food expenditure and income, the error is correlated with income.

For an overview of a linear implementation of this framework, see linear regression.

For the regression case, the statistical model is as follows.

For linear relations, regression analyses here are based on forms of the general linear model.

For instance, in the design of a compiler, regression testing could track the code size, simulation time and compilation time of the test suite cases.

For this reason, given the important property that the error mean is independent of the independent variables, the distribution of the error term is not an important issue in regression analysis.

For example, following a run of 10 heads on a flip of a fair coin ( a rare, extreme event ), regression to the mean states that the next run of heads will likely be less than 10, while the law of large numbers states that in the long term, this event will likely average out, and the average fraction of heads will tend to 1 / 2.

For example, in a multiple regression analysis we may include several covariates of potential interest.

For instance, in multiple regression analysis, the power for detecting an effect of a given size is related to the variance of the covariate.

The regression argument makes the assumption that the justification for a proposition takes the form of another proposition: P " justifies P ', which in turn justifies P. For coherentism, justification is a holistic process.

For example, suppose Gender is one of the qualitative variables relevant to a regression.

For example, if we consider a regression model of wage determination, wherein wages are dependent on gender ( qualitative ) and years of education ( quantitative ):

For example, in a regression involving determination of wages, if 2 qualitative variables are considered, namely, gender and marital status, there could be an interaction between marital status and gender ; in the sense that, there will be a difference in wages for female-married and female-unmarried.

For example, if g is an operation on the real numbers, techniques of interpolation, extrapolation, regression analysis, and curve fitting can be used.

For example, a regression testing tool will record and playback a mouse click on a button on a web browser, but a load testing tool will send out hypertext the web browser sends after the user clicks the button.

For a linear correlation, the best-fit procedure is known as linear regression and is guaranteed to generate a correct solution in a finite time.

For Lewin, development ( or regression ) of an individual occurs when their " life space " has a " boundary zone " experience with external stimuli.

For example, probit regression for determining the probability of a given binary ( yes / no ) choice, with normally distributed priors placed over the regression coefficients, can be implemented with Gibbs sampling because it is possible to add additional variables and take advantage of conjugacy.

For what we propose, however, a psychoanalyst is not necessary, even though one aim is to enable the reader to get beneath his own defenses -- his defenses of himself to himself.

For the most part, however, the new version is contemporary and, as such, should be the means for many to attain a clearer comprehension of the meaning of those words recorded so many hundreds of years ago by the first followers of Christ.

For the near term, however, it must be realized that the industrial and commercial market is somewhat more sensitive to general business conditions than is the military market, and for this reason I would expect that any gain in 1961 may be somewhat smaller than those of recent years ; ;

For the most part however, Armenia is considered one of the more pro-democratic nations in the Commonwealth of Independent States.

For the last few years, however, no permits have been issued for collecting abalone ( perlemoen ), but commercial harvesting still continues as does illegal collection by syndicates.

For various reasons, however, poverty and personal inclination among others, he did not take a prominent part in the military operations of this period.

For slaves however, there was no such protection and they commonly experienced persecution.

For his contemporaries, however, Alexander's fame was his inexhaustible interest in disputation.

For m ≥ 4, however, it grows much more quickly ; even A ( 4, 2 ) is about 2, and the decimal expansion of A ( 4, 3 ) is very large by any typical measure.

Orpah reluctantly leaves ; however, Ruth says, " Entreat me not to leave you, or to turn back from following you ; For wherever you go, I will go ; And wherever you lodge, I will lodge ; Your people shall be my people, and your God, my God.

( For an IT company, the subject matter would be similar to the CIO's, however the CTO's focus is technology for the firm to sell versus technology used for facilitating the firm's own operations.

For the most part, however, relatively small urban centers with markets proliferated around the country.

For both these languages, however, revitalization movements have led to the adoption of these languages by adults and children and produced some native speakers.

For these reasons, rasterization is usually the approach of choice when interactive rendering is required ; however, the pixel-by-pixel approach can often produce higher-quality images and is more versatile because it does not depend on as many assumptions about the image as rasterization.

For example, the methodology attempts to determine the cognitive capacity of animals through observation without the necessity that this observation be regulated or controlled as in an experiment ; however, behavior in an experiment can be interpreted using the methodology.

For his film, however, Vertov had been hired by Mezhrabpomfilm, a Soviet studio that produced mainly propaganda efforts.

For this reason, infrared, microwaves, and radio waves are thought to damage molecules and biological tissue only by bulk heating, not excitation from single photons of the radiation ( however, there does remain controversy about possible non-thermal biological damage from low frequency EM radiation, see below ).

For strategic reasons, however, the League of Nations awarded the Åland Islands to Finland in 1921.

For a time, however, during the reign of Emperor Daigo ( 897-930 ), the Fujiwara regency was suspended as he ruled directly.

For the Stockton and Darlington Railway, however, Stephenson would use only wrought iron rails, notwithstanding the financial loss he would suffer from not using his own, patented design ( see below ).

For the most part, however, the powers of the Crown are exercised on a day-to-day basis by elected and appointed individuals, leaving the governor to perform the various ceremonial duties the sovereign otherwise carries out when in the country ; at such a moment, the governor removes him or herself from public, though the presence of the monarch does not affect the governor's ability to perform governmental roles.

For those, however, who merely held anti-catholic opinions, the punishment was only expulsion from the duchy.

For Habakkuk, however, there is no reliable account of any of these.

For some two centuries, the monarchy was elective both in theory and in practice ; the arrangement, however, did not last, since the powerful House of Habsburg managed to secure succession within their dynasty during the fifteenth century.

For this reason, however, ' narcotic ' has come to mean any illegally used drug, but it is useful as a shorthand for referring to a controlled drug in a context where its legal status is more important than its physiological effects.