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etimología

Qué (quién) es smoothed estimation - definición

CONSTRUCTION OF AN ESTIMATE, BASED ON OBSERVED DATA, OF AN UNOBSERVABLE UNDERLYING PROBABILITY DENSITY FUNCTION

Density Estimation; Probability estimation; Probability density estimation

Minimum-distance estimation

METHOD FOR FITTING A STATISTICAL MODEL TO DATA

Minimum distance estimation

Minimum-distance estimation (MDE) is a conceptual method for fitting a statistical model to data, usually the empirical distribution. Often-used estimators such as ordinary least squares can be thought of as special cases of minimum-distance estimation.

https://en.wikipedia.org/wiki/Minimum-distance_estimation

Smoothed analysis

Smoothed complexity; Smoothed Analysis

In theoretical computer science, smoothed analysis is a way of measuring the complexity of an algorithm. Since its introduction in 2001, smoothed analysis has been used as a basis for considerable research, for problems ranging from mathematical programming, numerical analysis, machine learning, and data mining.

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

estimate

PROCESS OF FINDING AN ESTIMATE, OR APPROXIMATION, WHICH IS A VALUE THAT IS USABLE FOR SOME PURPOSE EVEN IF INPUT DATA MAY BE INCOMPLETE, UNCERTAIN, OR UNSTABLE

Overestimate; Estimated; Estimating; Calculated guess; Estimate

(estimated)

Frequency: The word is one of the 1500 most common words in English.

1.

If you estimate a quantity or value, you make an approximate judgment or calculation of it.

Try to estimate how many steps it will take to get to a close object...

I estimate that the total cost for treatment will be $12,500...

He estimated the speed of the winds from the degree of damage...

Some analysts estimate its current popularity at around ten per cent...

VERB: V wh, V that, V n, V n at amount

• estimated

There are an estimated 90,000 gangsters in the country.

ADJ: a ADJ amount

2.

An estimate is an approximate calculation of a quantity or value.

...the official estimate of the election result...

This figure is five times the original estimate...

N-COUNT: usu with supp, oft N of/for n

3.

An estimate is a judgment about a person or situation which you make based on the available evidence.

I hadn't been far wrong in my estimate of his grandson's capabilities.

N-COUNT: oft with poss, N of n

4.

An estimate from someone who you employ to do a job for you, such as a builder or a plumber, is a written statement of how much the job is likely to cost.

N-COUNT

Wikipedia

Density estimation

In statistics, probability density estimation or simply density estimation is the construction of an estimate, based on observed data, of an unobservable underlying probability density function. The unobservable density function is thought of as the density according to which a large population is distributed; the data are usually thought of as a random sample from that population.

A variety of approaches to density estimation are used, including Parzen windows and a range of data clustering techniques, including vector quantization. The most basic form of density estimation is a rescaled histogram.

https://en.wikipedia.org/wiki/Density estimation