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A consistent estimator is an estimator whose sequence of estimates converge in probability to the quantity being estimated as the index (usually the sample size) grows without bound. In other words, increasing the sample size increases the probability of the estimator being close to the population parameter.
Econometrics is an application of statistical methods to economic data in order to give empirical content to economic relationships. [1] More precisely, it is "the quantitative analysis of actual economic phenomena based on the concurrent development of theory and observation, related by appropriate methods of inference."
In econometrics, the estimate of the effect of one thing on another (say, the estimate of the effect of the minimum wage upon employment decisions) is said to be "biased" if the technique that was used to obtain the estimate has the effect that, a priori, the expected value of the estimated effect differs from the true effect, whatever the ...
The time that one spends travelling can't be spent on studying or working; in that sense, time is money. Geographer Andy Nelson (University of Twente) created a map to calculate how much time is wasted. In transport economics, [1] the value of time is the opportunity cost of the time that a traveler spends on their
In statistics, an estimator is the formal name for the rule by which an estimate is calculated from data, and estimation theory deals with finding estimators with good properties. This process is used in signal processing , for approximating an unobserved signal on the basis of an observed signal containing noise.
An efficient estimator is an estimator that estimates the quantity of interest in some “best possible” manner. The notion of “best possible” relies upon the choice of a particular loss function — the function which quantifies the relative degree of undesirability of estimation errors of different magnitudes.
He recommended VAR models, which had previously appeared in time series statistics and in system identification, a statistical specialty in control theory. Sims advocated VAR models as providing a theory-free method to estimate economic relationships, thus being an alternative to the "incredible identification restrictions" in structural models ...
The CRAN task view on Time Series contains links to most of these. Mathematica has a complete library of time series functions including ARMA. [11] MATLAB includes functions such as arma, ar and arx to estimate autoregressive, exogenous autoregressive and ARMAX models.