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Muhammad Nouman Qureshi Cem Kadilar Muhammad Noor Ul Amin Muhammad Hanif 《Journal of Statistical Computation and Simulation》2018,88(14):2761-2774
The use of robust measures helps to increase the precision of the estimators, especially for the estimation of extremely skewed distributions. In this article, a generalized ratio estimator is proposed by using some robust measures with single auxiliary variable under the adaptive cluster sampling (ACS) design. We have incorporated tri-mean (TM), mid-range (MR) and Hodges-Lehman (HL) of the auxiliary variable as robust measures together with some conventional measures. The expressions of bias and mean square error (MSE) of the proposed generalized ratio estimator are derived. Two types of numerical study have been conducted using artificial clustered population and real data application to examine the performance of the proposed estimator over the usual mean per unit estimator under simple random sampling (SRS). Related results of the simulation study show that the proposed estimators provide better estimation results on both real and artificial population over the competing estimators. 相似文献
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Turkey is a country which is demographically unclassifiable because its persistently high infant mortality is out of line with its socio-economic indicators and its low fertility. The rapid modernisation of Turkey over the last three decades, which might have been expected to have had a favourable effect upon infant survival, has not in this respect lived up to expectation. The stresses resulting from economic growth and the high level of female workforce participation have perhaps tended to distract women from child care. Also, neither Ottoman nor republican Turkish traditions have encouraged an enhancement of the status of childhood.Unconventional sources: ethnology, literature, cinema, are deployed here to construct an impression of the cultural environment of the mothers, fathers and families of dead children. Change of attitudes, very slow as far as childhood is concerned, have not yet caught up with the transition in fertility. An infant mortality rate of 53 per 1000, accompanying a total fertility rate scarcely higher than 2, is a combination difficult to find anywhere else. 相似文献
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We examine whether employees’ preferences for various job attributes are associated with their individual characteristics in ways that are in line with ‘hierarchy of needs’ theories. Using data from the fifth round of the European Social Survey, we observe the influence of socio-demographic and dispositional characteristics as well as socialization experiences on opinions regarding the importance of five different desirable job attributes. An item-by-item examination of the attributes (including ‘security’ and ‘offering a high income’) reveals that dispositional factors (measured using the battery of items in Schwartz’s theory of basic personal values) influence job attitudes in expected ways, but employees also tend to place more importance on attributes that concern them more directly. For example, while female employees care more about being able to combine work and family responsibilities, younger workers value training opportunities more highly than older ones. Regarding socialization experiences, we find that job security is more important for those who have been unemployed in the past. We interpret our findings to mean that ‘hierarchy of needs’ theories are valid in the context of job attitudes in the sense that the ranking of preferred job attributes is quite predictable once individual characteristics are accounted for. 相似文献
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The principal aim of the study is to develop a new scale Science Anxiety Scale and to examine its the psychometric properties and construct validity of the Science Anxiety Scale in a sample of 797 primary school students. Exploratory factor analysis was applied and found to have a two-dimensional structure. Confirmatory factor analyses provide evidence for a solid two-dimension structure reflecting the theorized construct: personal and environmental. Also, for convergent validity, item reliability, construct reliability and average variance values were calculated and it was found that item reliability and construct reliability values generally provided the required criteria. The average variance extracted value had a value below the criteria value for both sub-dimensions. Discriminant validity was above the criteria value in all dimensions. The reliability of the Science Anxiety Scale scales appeared to be satisfactory, with good internal consistency. The Science Anxiety Scale was found to be reliable and valid for the Turkish primary student context with a few exceptions. 相似文献
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6.
Ratio and product estimators in stratified random sampling 总被引:1,自引:0,他引:1
Khoshnevisan et al. [2007. A general family of estimators for estimating population mean using known value of some population parameter(s). Far East Journal of Theoretical Statistics 22, 181–191] have introduced a family of estimators using auxiliary information in simple random sampling. They have showed that these estimators are more efficient than the classical ratio estimator and that the minimum value of the mean square error (MSE) of this family is equal to the value of MSE of regression estimator. In this article, we adapt the estimators in this family to the stratified random sampling and motivated by the estimator in Searls [1964. Utilization of known coefficient of kurtosis in the estimation procedure of variance. Journal of the American Statistical Association 59, 1225–1226], we also propose a new family of estimators for the stratified random sampling. The expressions of bias and MSE of the adapted and proposed families are derived in a general form. Besides, considering the minimum cases of these MSE equations, the efficient conditions between the adapted and proposed families are obtained. Moreover, these theoretical findings are supported by a numerical example with original data. 相似文献
7.
Baslevent C, Kirmanoglu H. Discerning self‐interested behaviour in attitudes towards welfare state responsibilities across Europe Int J Soc Welfare 2011: 20: 344–352 © 2010 The Author(s), International Journal of Social Welfare © 2010 Blackwell Publishing Ltd and the International Journal of Social Welfare. This article reports on an investigation into the influence of individual characteristics on attitudes to government responsibility for welfare‐related tasks using data from the European Social Survey. The main finding of this investigation was that socio‐demographic characteristics, basic personal values, a left–right ideological position and religious affiliation were all associated with attitudes towards welfare policies. An item‐by‐item examination of the six issues enquired about in the survey revealed that people tended to hold the government responsible for tasks that would benefit them more directly. Taken as a whole, the empirical findings were interpreted to mean that individuals' tastes for welfare state policies were driven, at least partially, by self‐interest, but it was also noted that further work was needed to disentangle the potential role of group loyalty effects. 相似文献
8.
Marriages between blood relatives—also known as consanguineous unions—are widespread in North Africa, Central and West Asia, and South Asia. Researchers have suggested that consanguinity has adverse effects on child development, but assessing its impact is not straightforward, as the decision to marry a relative might be endogenous to other socio-economic factors. Using a unique data set collected in rural Pakistan, this paper assesses the extent to which consanguinity is linked to children’s cognitive and physical development. It exploits grandfathers’ land ownership (current and past) and maternal grandparent mortality to identify the effect of endogenous consanguinity on child development. Children born into consanguineous unions have lower cognitive scores, lower height-for-age, and a higher likelihood of being severely stunted. More importantly, adverse effects are greater after accounting for the endogeneity of consanguinity, suggesting that impacts on child development are substantial, and likely to be larger than suggested in previous studies. 相似文献
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We adapt the ratio estimation using ranked set sampling, suggested by Samawi and Muttlak (Biometr J 38:753–764, 1996), to
the ratio estimator for the population mean, based on Prasad (Commun Stat Theory Methods 18:379–392, 1989), in simple random
sampling. Theoretically, we show that the proposed ratio estimator for the population mean is more efficient than the ratio
estimator, in Prasad (1989), in all conditions. In addition, we support this theoretical result with the aid of a numerical
example.
相似文献
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A general family of estimators, which use the information of two auxiliary variables in the stratified random sampling, is proposed to estimate the population mean of the variable under study. Under stratified random sampling without replacement scheme, the expressions of bias and mean square error (MSE) up to the first- and second-order approximations are derived. The family of estimators in its optimum case is discussed. Also, an empirical study is carried out to show the properties of the proposed estimators. 相似文献