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searching for Consistent estimator 13 found (56 total)

Generated regressor (663 words) [view diff] exact match in snippet view article find links to article

y_{i}=g(x_{1i},x_{2i},\beta )+u_{i}} is available. Suppose we have a consistent estimator γ ^ {\displaystyle {\hat {\gamma }}} of γ {\displaystyle \gamma }

Passing–Bablok regression (759 words) [view diff] exact match in snippet view article find links to article

slopes where b < − 1 {\displaystyle b<-1} to create an approximately consistent estimator. The estimator is therefore close in spirit to the Theil-Sen estimator

Empirical characteristic function (870 words) [view diff] exact match in snippet view article find links to article

_{n}(t)={\frac {1}{n}}\sum _{j=1}^{n}e^{itX_{j}},} is an unbiased and consistent estimator of the corresponding population characteristic function φ ( t ) {\displaystyle

Brown clustering (1,198 words) [view diff] exact match in snippet view article find links to article

underlying class-based language model: it is possible to develop a consistent estimator for this model under mild assumptions. Feature learning Brown, Peter

Entropy estimation (1,415 words) [view diff] exact match in snippet view article find links to article

theorem holds. It is shown that this method provides a strongly consistent estimator and outperforms other methods in case of large alphabet sizes. Dinh-Tuan

Halbert White (667 words) [view diff] exact match in snippet view article find links to article

most-cited paper in economics since 1970), and for the heteroscedasticity-consistent estimator and the test for heteroskedasticity that are named after him. A 1982

Mean absolute difference (1,510 words) [view diff] exact match in snippet view article find links to article

_{i=1}^{n}\sum _{j=1}^{n}|y_{i}-y_{j}|}{(n-1)\sum _{i=1}^{n}y_{i}}}} is a consistent estimator of RMD(X), but is not, in general, unbiased. Confidence intervals

Generalized Pareto distribution (2,987 words) [view diff] exact match in snippet view article find links to article

X_{1},\cdots ,X_{n}} are i.i.d., then the Hill's estimator is a consistent estimator for the shape parameter ξ {\displaystyle \xi } [5]. Note that the

Empirical likelihood (1,481 words) [view diff] exact match in snippet view article find links to article

distribution at level p, and also provides a way of formulating a consistent estimator. In addition, EL can be used in place of parametric likelihood to

SAMV (algorithm) (1,909 words) [view diff] exact match in snippet view article

{Cov} _{\boldsymbol {p}}^{\operatorname {Alg} }} of an arbitrary consistent estimator of p {\displaystyle {\boldsymbol {p}}} based on the second-order

Testing in binary response index models (998 words) [view diff] exact match in snippet view article find links to article

}}_{u}-\beta ){\xrightarrow {d}}N(0,V)} and there is a feasible consistent estimator for the asymptotic variance V {\displaystyle V} denoted as V ^ {\displaystyle

Ball divergence (2,036 words) [view diff] exact match in snippet view article find links to article

} It can be proved that B D n , m {\displaystyle BD_{n,m}} is a consistent estimator of BD. Moreover, if n n + m → τ {\displaystyle {\tfrac {n}{n+m}}\to

Beryl May Dent (15,627 words) [view diff] exact match in snippet view article find links to article

analysis and stated that Dent's geometric mean estimator is not a consistent estimator for the likelihood function,: 235–236, 241 and that the gradient