Environmetric analysis in complex surveys

An efficient serial distributed arithmetic algorithm for FPGA implementation of digital up conversion

“…The implementation of the above expression is illustrated in Figure 4 for a fixed polynomial of length seven. Moreover, note that model (1) is a special case of [8] and [10], where in [8] and [10] the model is more general with the complex stochastic component of random cluster effects. Following [9], where the stochastic regressors are equal to unity, one can obtain model (1) under (2).…”

“…Following [9], where the stochastic regressors are equal to unity, one can obtain model (1) under (2). Bhatti [8,9] calls the model as a symmetric multivariate normal (SMN) model and standard SMN model that possesses many properties in the area of data mining and complexities [8], but the required computations are time consuming. However, keeping our focus on SDA model, we will discuss the computational process in the next section, which is required for the inner product of nonsymmetrical, symmetrical, and optimized symmetrical algorithms and is computationally efficient.…”

Recent development in econometric analysis of model selection

“…In these areas, most of the researches are using three important tools for model building and data analysis namely, pretesting of models (McAleer (1987), Wu and King (1990)), model testing (Baltagi (1992(Baltagi ( , 1996, Bhatti (1995Bhatti ( , 2001) and the model selection (Grose and King (1994), Fox (1995), Hossain (1998Hossain ( , 2002) and references therein. The main aim of this paper is to concentrate on the areas of model selection in econometrics with particular emphasis on information criteria.…”

“…In a competitive, data and computing-based research environment of twenty first century, the use of statistics in the areas of decision-making, business and computing applications, data mining and knowledge discovery, economics, government and other social sciences is increasing. In these areas, most of the researches are using three important tools for model building and data analysis namely, pretesting of models (McAleer (1987), Wu and King (1990)), model testing (Baltagi (1992(Baltagi ( , 1996, Bhatti (1995Bhatti ( , 2001) and the model selection (Grose and King (1994), Fox (1995), Hossain (1998Hossain ( , 2002) and references therein. The main aim of this paper is to concentrate on the areas of model selection in econometrics with particular emphasis on information criteria.…”

“…For example, Kings philosophy of optimal testing of econometrics models see King, (1983), King and McAleer (1987), King and Wu (1990). Bhatti (1995Bhatti ( , 1996Bhatti ( , 1997Bhatti ( , 1999Bhatti ( , 2000Bhatti ( , 2001Bhatti ( , 2001aBhatti ( , 2002) constructed unified models in capturing complex survey's effects and using Kings optimal testing procedures to detect these effects in improving statistical inference on these selected models. Moreover, Ullah et al (1998Ullah et al ( , 2000Ullah et al ( , 2001) also proposed new techniques in modeling complex surveys.…”