... degree **polynomial** to the data via weighted least squares and it presents advantages compared with other kernel nonparametric **regression** ...estimate **regression** derivatives and its good minimax ...

28

... In order to compare several kernel regression smoothers, we have listed in Table 1 the asymptotic expressions for the conditional bias and the conditional variance of the following estim[r] ...

24

... Local **Polynomial** Smoother (ILPS ), consists in using SLPS to estimate the missing observations of the response variable Y ; then, the local **polynomial** estimator for complete data is applied to the completed ...

48

... nonparametric **regression** with Þxed design, Roussas in (27) studied a general linear smoother of the **regression** function and obtained consistency in quadratic mean and strong consistency under several mixing ...

33

... such as Tsybakov (1986), Fan (1993), Hastie and Loader (1993), Ruppert and Wand (1994), Fan and Gijbels (1995) and Ruppert et al. (1995). In these papers, the independence of the observations was assumed. Masry (1996b), ...

27

... Hu and Eberhart [Hu and Eberhart 2002] presented a PSO algorithm. This algorithm bypasses nonfeasible sequences. it also creates a random initial population, in which nonfeasible sequenc[r] ...

12

... We present a model of Bayesian network for continuous variables, where densities and con- ditional densities are estimated with B-spline MoPs. We use a novel approach to directly obtain conditional densities estimation ...

10

... Logistic **regression** analysis is used to examine relationships between variables when the dependent variable is nominal, even though independent variables are nominal, ordinal, interval, or some mixture ...

26

... those that can be obtained using the whole data set [3] . In some cases, this reduction simply attempts to remove outliers and noisy instances, thereby facilitating the learning of a model and even im- proving its ...

12

... A strongly simply connected algebra D is said to be pg-critical if it is tame not of polynomial growth but every proper quotient of D is of.. w x polynomial growth.[r] ...

20

... We estimate a the eigenvalues ofMondrigaand other mixed-sign matrices, which arise in the geometry of immobilization as posed by Kuperberg and Papadimitriou, and which molivateJ this fac[r] ...

9

... Uvarov, Polynomial Solutions of hypergeometri type dierene Equations. and their lassiation[r] ...

23

... the **regression** error ...estimated **regression** line). First attempts to fit k = 2 **regression** lines can be found in [18], that applied this type of procedure in economics, in [21] where these type of ...

34

... vector **regression** method by extend- ing the single-output SVR to multiple outputs while maintaining the advantages of a sparse and compact solution using a cost ...

27

... The last years have seen the development of many credit scoring mod- els for assessing the creditworthiness of loan applicants. Traditional credit scoring methodology has involved the use of statistical and mathematical ...

41

... of **polynomial** systems in general, the multiplicity of **polynomial** maps is a basic tool in singularity ...a **polynomial** function f ∈ C [x 1 , ...

16

... This session deals with two special cases that may appear when working with counts. Although both cases are fundamentally different, they have the same element in common: 0. It begins by talking about models that do not ...

22

... the **regression**, and in fact, this was done for the case of the precipitation, due to the spatial uncertainty of this variable; however, for the temperature, adding more points would mean losing the high resolution ...

15

... We shall use a local form of the Haussdorf~ Young inequality to obtain the basic estimates leading to the summability result announced below as Theorem 1... The.[r] ...

8

... nonlinear **regression** models based on local **polynomial** estimation is proposed in this ...mixture **regression** model for real data coming from a thermal analysis ...

19