• 제목/요약/키워드: assumptions

검색결과 2,205건 처리시간 0.024초

Mutual Information and Redundancy for Categorical Data

  • Hong, Chong-Sun;Kim, Beom-Jun
    • Communications for Statistical Applications and Methods
    • /
    • 제13권2호
    • /
    • pp.297-307
    • /
    • 2006
  • Most methods for describing the relationship among random variables require specific probability distributions and some assumptions of random variables. The mutual information based on the entropy to measure the dependency among random variables does not need any specific assumptions. And the redundancy which is a analogous version of the mutual information was also proposed. In this paper, the redundancy and mutual information are explored to multi-dimensional categorical data. It is found that the redundancy for categorical data could be expressed as the function of the generalized likelihood ratio statistic under several kinds of independent log-linear models, so that the redundancy could also be used to analyze contingency tables. Whereas the generalized likelihood ratio statistic to test the goodness-of-fit of the log-linear models is sensitive to the sample size, the redundancy for categorical data does not depend on sample size but its cell probabilities itself.

다품목단일입찰경매의 최적경매설계와 전체낙찰자기대이익 (Optimal Auction Design and All the Winners' Expected Profit in the Multiple Unit Auction)

  • 김여근;박순달
    • 대한산업공학회지
    • /
    • 제13권1호
    • /
    • pp.31-38
    • /
    • 1987
  • This paper is concerned with the multiple unit auction under the following assumptions: 1) multiple identical objects are to be sold to the highest bidders, but a bidder may obtain at most one, 2) each bidder has a fixed reservation value and draws his reservation value independently in the same distribution, 3) The greater a bidder's reservation value is, the more a bidder will bid for the object, and 4) a bidder will bid when his expected profit is more than zero. The purpose of this paper is to design the optimal auctions, in terms of the reserve price and entry fee, that can be applied in any types of multiple unit auctions under the above assumptions. Further, auctioneer's expected revenue and profit, and all the winners' expected profit are analyzed.

  • PDF

전기적 접속/접촉부 열화 평가를 위한 수명 온도상승 모델 (Lifetime-Temperature Rise Model for the Evaluation of Degradation in Electric Connections/Contacts)

  • 김정태;김남준
    • 대한전기학회논문지:전기물성ㆍ응용부문C
    • /
    • 제51권2호
    • /
    • pp.55-61
    • /
    • 2002
  • In this paper, 'lifetime-temperature rise model' based on the 'lifetime-resistance model' is theoretically Proposed, in order to find out the evaluation method of degradation and the residual lifetime by use of infrared image camera for electric connections/contacts. Two assumptions have been builded up for the 'lifetime-temperature rise model': one is associated with the linear relationship between the temperature ism ΔK and contact resistance, and the other the functional relationship between the temperature of electric connections/contacts and the operating time presenting in the 'lifetime-resistance model'. To prove the proposed model, experiments have been performed for various electric connections/contacts. From the experimental results, measured values were quite similar to the calculated values, which proved the above-mentioned two assumptions. Therefore, by use of 'lifetime-temperature rise model', it is possible to estimate the trend of degradation and the residual lifetime for electric connections/contacts through the temperature measurements .

유도전동기 부하를 고려한 배전계통의 전압저하(sag)특성 (The Characteristic of Voltage Sags in Distribution System with Induction Motor Loads)

  • 오용택;김진성
    • 한국조명전기설비학회:학술대회논문집
    • /
    • 한국조명전기설비학회 2006년도 춘계학술대회 논문집
    • /
    • pp.69-73
    • /
    • 2006
  • The calculation of depth and duration of a sag is in both methods based on two simple assumptions. One is that due to the short circuit, the voltage drops to a low value immediately magnitude. Another is that when the fault is cleared. the voltage recovers immediately. These assumptions, however, do not hold in the case of a substantial part of the load consisting of electrical motors like in many industrial power systems. During the short circuit, the motors will slow down. Their reacceleration after the fault will increase the load current and thus prolong the voltage sag. This paper will discuss some of the aspects of the influence of induction motors on voltage sags.

  • PDF

TWO DIMENSIONAL NUMERICAL SIMULATION PROGRAM FOR HYDROGENATED AMORPHOUS SILICON THIN FILM TRANSISTORS

  • Choi, Jong-S.;Neudeck, Gerold W.
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1994년도 추계학술대회 논문집 학회본부
    • /
    • pp.252-257
    • /
    • 1994
  • A non-uniform finite-difference Thin Film Transistor Simulation Program (TFTSP) has been developed for hydrogenated amorphous silicon TFTs. TFTSP was developed to remove as many of simplifying assumptions as possible and to provide flexibility in the modeling of TFTs so that different model assumptions may be analyzed and compared. In order to insure its usefulness and versatility as an analytic and design tool it is important for the code to satisfy a number of conditions. However, at the beginning stage of the program development, this paper shows that the code can compute the static terminal characteristics of a-Si:H TFTs under a wide range of bias conditions to allow for comparison of the model with experiment. Some of those comparisons include transfer characteristics and I-V characteristics. TFTSP will be refined to conveniently model the performances of TFTs of different designs and to analyze many anomalous behaviors and factors of a-Si:H TFTs.

  • PDF

비모수적 커널교정과 구간추정 (Nonparametric kernel calibration and interval estimation)

  • 이재창;전명식;김대학
    • 응용통계연구
    • /
    • 제6권2호
    • /
    • pp.227-235
    • /
    • 1993
  • 순서쌍으로 주어진 자료 $(x_i, y_i), i=1,2,\cdots,n$ 들에 대한 독립변수와 관련된 추정은 회귀분석과는 달리 교정(calibration)이라고 불리워진다. 본 논문에서는 정규상 등과 같은 가정을 하지않고 비모수적인 커널방법을 이용하여 교정함수를 추정하고 추정된 교정함수의 붓스트랩 신뢰대를 이용한 독립변수의 구간추정을 제안하고자 한다. 교정과 커널방법에 대해 설명하였으며 독립변수의 추정에 대한 문헌적 고찰과 함께 붓스트랩 신뢰대에 대하여 첨언하였고 실제 자료를 통하여 다른방법과 비교, 분석하였다.

  • PDF

A Double Auction Model based on Nonlinear Utility Functions;Genetic Algorithms Approach for Market Optimization

  • 최진호;안현철
    • 한국지능정보시스템학회:학술대회논문집
    • /
    • 한국지능정보시스템학회 2007년도 추계학술대회
    • /
    • pp.592-601
    • /
    • 2007
  • In the conventional double auction approaches, two basic assumptions are usually applied - (1) each trader has a linear or quasi-linear utility function of price and quantity, (2) buyers as well as sellers have identical utility functions. However, in practice, these assumptions are unrealisitc. Therefore, a flexible and integrated double auction mechanism that can integrate all traders' diverse utility functions is necessary. We propose a double auction mechanism with resource allocation based on nonlinear utility functions, namely a flexible synchronous double auction system where each participant can express a diverse utility function on the price and quantity. In order to optimize the total market utility consists of multiple complex utility functions of traders, our study proposes a genetic algorithm (GA) We show the viability of the proposed mechanism through several simulation experiments.

  • PDF

Progressive collapse analysis of steel building considering effects of infill panels

  • Zoghi, Mohammad Abbasi;Mirtaheria, Masoud
    • Structural Engineering and Mechanics
    • /
    • 제59권1호
    • /
    • pp.59-82
    • /
    • 2016
  • Simplifier assumptions which are used in numerical studies of progressive collapse phenomenon in structures indicate inconsistency between the numerical and experimental full-scale results. Neglecting the effects of infill panels and two-dimensional simulation are some of these assumptions. In this study, an existing seismically code-designed steel building is analyzed with alternate path method (AP) to assess its resistance against progressive collapse. In the AP method, the critical columns be removed immediately and stability of the remaining structure is investigated. Analytical macro-model based on the equivalent strut approach is used to simulate the effective infill panels. The 3-dimentional nonlinear dynamic analysis results show that modeling the slabs and infill panels can increase catenary actions and stability of the structure to resist progressive collapse even if more than one column removed. Finally, a formula is proposed to determine potential of collapse of the structure based on the quantity and quality of the produced plastic hinges in the connections.

Simulation study on dynamic response of precast frames made of recycled aggregate concrete

  • Pham, ThiLoan;Xiao, Jianzhuang;Ding, Tao
    • Computers and Concrete
    • /
    • 제16권4호
    • /
    • pp.643-667
    • /
    • 2015
  • 3-dimentional precast recycled aggregate concrete (RAC) finite element models were developed by means of the platform OpenSees to implement sophisticated nonlinear model subjected to seismic loads. Efforts were devoted to the dynamic responses (including dynamic characteristics, acceleration amplifications, displacements, story drifts) and capacity curve. In addition, this study extended the prediction on dynamic response of precast RAC model by parametric study of material properties that represent the replacement percentage of recycled coarse aggregate (RCA). Principles and assumptions that represent characteristics of precast structure and influence of the interface between head of column and cast-in-place (CIP) joint on the stiffness of the joints was put forward and validated by test results. The comparison between simulated and tested results of the precast RAC frame shows a good correlation with most of the relative errors about 25% in general. Therefore, the adopted assumptions and the platform OpenSees are a viable approach to simulate the dynamic response of precast frames made of RAC.

A multi-state model approach for risk analysis of pensions for married couples with consideration of mortality difference by marital status

  • Stefani, Anastasia;Kwon, Hyuk-Sung
    • Communications for Statistical Applications and Methods
    • /
    • 제28권6호
    • /
    • pp.611-626
    • /
    • 2021
  • Marital status has been identified as an important risk factor affecting adult mortality. Many studies have found that marriage has positive effects on mortality and increases life expectancy. Since most pension contracts providing retirement income are provided to married couples, mortality assumption for actuarial valuation based on the entire population is likely to overestimate the actual mortality of the group of beneficiaries specified in the contracts. This study considered the differences in mortality according to marital status to analyze the length and value of the payments of a typical pension contract for a married couple. The study quantified the effect on actuarial measurements of considering marital status in mortality assumptions with a multi-state model framework using Korean experience mortality data organized by marital status. The results of analysis indicate that considering marital status in mortality assumptions improves mortality risk management.