• Title/Summary/Keyword: sampling bias

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Automatic Off Level Biasing for Electro Optic Mach-Zehnder Modulator (전기적 외부 광변조기의 자동 오프레벨 바이어싱)

  • Yang, Choong-Reol;Ko, Je-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.7A
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    • pp.672-677
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    • 2007
  • A novel method for stabilizing the bias of an Electro-Optic Mach-Zehnder modulator has been proposed and demonstrated to maximize the switching extinction ratio in burst mode packet traffic. By sampling and minimizing the off-level output power of the modulator, a high extinction optical gate switch in obtain regardless of the variation of the packet traffic density.

The Correction of Mean-Field Bias of Rain Radar Rainfall and Estimation of Sampling Error (강우레이더 자료의 편의 보정과 관측오차 산정)

  • Yoo, Chul-Sang;Yoon, Jeong-Soo;Kim, Kyoung-Junn;Choi, Jeong-Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2009.05a
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    • pp.32-36
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    • 2009
  • 레이더 강우의 편의 추정은 근본적으로 레이더 강우의 평균과 참값으로 가정되는 우량계 강우의 평균과의 차이를 결정하는 문제이다. 두 관측치의 차이를 정확히 결정하기 위해서는 두 관측치의 차이에 대한 분산이 매우 작아야 하며, 따라서 비교되는 관측치의 수가 충분히 확보되어야 한다. 본 연구에는 임진강 유역에서와 같이 일부 지역에만 우량계의 설치가 가능한 경우를 대상으로 하고자 한다. 임진강 유역에서와 같이 지역적으로 편중된 지상 강우자료를 활용하여 강우레이더 자료의 편의 보정을 통한 품질 향상 방안을 제시하였다. 또한 차폐 등을 이유로 레이더 강우가 대상 유역 또는 소유역을 완전하게 포괄하지 못하는 경우에 대해 가용한 레이더 강우를 이용하여 면적평균강우를 산정하는 경우에 포함될 수 있는 오차의 규모를 추정하였다. 강화 강우레이더의 반경은 한강 유역의 일부를 제외하고 대부분을 덮는다. 이러한 강화 강우 레이더의 한강유역에 대한 수문 적용성을 판단하기 위해 차폐로 인한 관측오차 산정 시 한강유역에도 적용해보았다.

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Estimation of the Population Mean in Presence of Non-Response

  • Kumar, Sunil;Bhougal, Sandeep
    • Communications for Statistical Applications and Methods
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    • v.18 no.4
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    • pp.537-548
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    • 2011
  • In this paper following Singh et al. (2008), we propose a modified ratio-product type exponential estimator to estimate the finite population mean $\={Y}$ of the study variable y in presence of non-response in different situations viz. (i) population mean $\={X}$ is known, and (ii) population mean $\={X}$ is unknown. The expressions of biases and mean squared error of the proposed estimators have been obtained under large sample approximation using single as well as double sampling. Some realistic conditions have been obtained under which the proposed estimator is more efficient than usual unbiased estimators, ratio estimators, product estimators and exponential ratio and product estimators reported by Rao (1986) and Singh et al. (2010) are found to be more efficient in many situations.

Computational procedures for exponential life model incorporating Bayes and shrinkage techniques

  • Al-Hemyari, Zuhair A.;Al-Dabag, H.A.;Al-Humairi, Ali Z.
    • International Journal of Reliability and Applications
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    • v.16 no.2
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    • pp.55-79
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    • 2015
  • It is well known that using any additional information in the estimation of unknown parameters with new sample of observations diminishes the sampling units needed and minimizes the risk of new estimators. There are many rational reasons to assure that the existence of additional information in practice and there exists many practical cases in which additional information is available in the form of target value (initial value) about the unknown parameters. This article is described the problem of how the prior initial value about the unknown parameters can be utilized and combined with classical Bayes estimator to get a new combination of Bayes estimator and prior value to improve the properties of the new combination. In this article, two classes of Bayes-shrinkage and preliminary test Bayes-shrinkage estimators are proposed for the scale parameter of exponential distribution. The bias, risk and risk ratio expressions are derived and studied. The performance of the proposed classes of estimators is studied for different choices of constants engaged in the estimators. The comparisons, conclusions and recommendations are demonstrated.

Families of Estimators of Finite Population Variance using a Random Non-Response in Survey Sampling

  • Singh, Housila P.;Tailor, Rajesh;Kim, Jong-Min;Singh, Sarjinder
    • The Korean Journal of Applied Statistics
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    • v.25 no.4
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    • pp.681-695
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    • 2012
  • In this paper, a family of estimators for the finite population variance investigated by Srivastava and Jhajj (1980) is studied under two different situations of random non-response considered by Tracy and Osahan (1994). Asymptotic expressions for the biases and mean squared errors of members of the proposed family are obtained; in addition, an asymptotic optimum estimator(AOE) is also identified. Estimators suggested by Singh and Joarder (1998) are shown to be members of the proposed family. A correction to the Singh and Joarder (1998) results is also presented.

Bootstrap simulation for quantification of uncertainty in risk assessment

  • Chang, Ki-Yoon;Hong, Ki-Ok;Pak, Son-Il
    • Korean Journal of Veterinary Research
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    • v.47 no.2
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    • pp.259-263
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    • 2007
  • The choice of input distribution in quantitative risk assessments modeling is of great importance to get unbiased overall estimates, although it is difficult to characterize them in situations where data available are too sparse or small. The present study is particularly concerned with accommodation of uncertainties commonly encountered in the practice of modeling. The authors applied parametric and non-parametric bootstrap simulation methods which consist of re-sampling with replacement, in together with the classical Student-t statistics based on the normal distribution. The implications of these methods were demonstrated through an empirical analysis of trade volume from the amount of chicken and pork meat imported to Korea during the period of 1998-2005. The results of bootstrap method were comparable to the classical techniques, indicating that bootstrap can be an alternative approach in a specific context of trade volume. We also illustrated on what extent the bias corrected and accelerated non-parametric bootstrap method produces different estimate of interest, as compared by non-parametric bootstrap method.

Poly-Si TFT LCD using p-channel TFTs

  • Ha, Yong-Min;Park, Jae-Deok;Yeo, Ju-Cheon;Kim, Dong-Gil
    • 한국정보디스플레이학회:학술대회논문집
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    • 2000.01a
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    • pp.153-154
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    • 2000
  • Large size poly-Si TFT-LCDs have been fabricated using p-channel thin film transistors for notebook PC application. We have designed and implemented the data sampling circuit and gate drivers that operate with low power consumption and high reliability. The gate driver has a redundant structure. We have realized the uniform and excellent display quality comparable to that of CMOS module. The reliability of panel is investigated and discussed by measuring the bias stability of transistors.

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Korean internet audience centric measurement : Internet index (PcMeter를 이용한 인터넷 접속을 측정)

  • 이상경
    • Survey Research
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    • v.1 no.1
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    • pp.125-134
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    • 2000
  • It is very important to keep scientific principles in marketing research, Especially in sampling we have to select the scheme to avoid self-selection bias Internet index is ready-made-research service produced by analyzing the log data transferred from PcMeter installed in panelists PC with panelists profile and site data base following the scientific principles Through the index we can figure out the actual behaviour of Korean netizen surfing various web sites and understand their cybergraphics.

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Design of Current-Type Readout Integrated Circuit for 160 × 120 Pixel Array Applications

  • Jung, Eun-Sik;Bae, Young-Seok;Sung, Man-Young
    • Journal of Electrical Engineering and Technology
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    • v.7 no.2
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    • pp.221-224
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    • 2012
  • We propose a Readout Integrated Circuit (ROIC), which applies a fixed current bias sensing method to the input stage in order to simplify the circuit structure and the infrared sensor characteristic control. For the sample-and-hold stage to display and control a signal detected by the infrared sensor using a two-dimensional (2D) focal plane array, a differential delta sampling (DDS) circuit is proposed, which effectively removes the FPN. In addition, the output characteristic is improved to have wider bandwidth and higher gain by applying a two-stage variable gain amplifier (VGA). The output characteristic of the proposed device was 23.91 mV/$^{\circ}C$, and the linearity error rate was less than 0.22%. After checking the performance of the ROIC using HSPICE simulation, the chip was manufactured and measured using the SMIC 0.35 um standard CMOS process to confirm that the simulation results from the actual design are in good agreement with the measurement results.

THREE-WAY BALANCED MULTI-LEVEL ROTATION SAMPLING DESIGNS

  • Park, Y. S.;Kim, K. W.;Kim, N. Y.
    • Journal of the Korean Statistical Society
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    • v.32 no.3
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    • pp.245-259
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    • 2003
  • The 2-way balanced one-level rotation design has been discussed (Park et al., 2001), where the 2-way balancing is done on interview time in monthly sample and rotation group. We extend it to 3-way balanced multi-level design to obtain more information of the same sample unit for one or more previous months. The 3-way balancing is accomplished not only on interview time in monthly sample and rotation group but also on recall time as well. The 3-way balancing eliminates or reduces any bias arising from unbalanced interview time, rotation group and recall time, and all rotation groups are equally represented in the monthly sample. We present the rule and rotation algorithm which guarantee the 3-way balancing. In particular, we specify the necessary and sufficient condition for the 3-way balanced multi-level rotation design.