• Title/Summary/Keyword: Sample Size

Search Result 3,909, Processing Time 0.026 seconds

Approximate Variance of Least Square Estimators for Regression Coefficient under Inclusion Probability Proportional to Size Sampling (포함확률비례추출에서 회귀계수 최소제곱추정량의 근사분산)

  • Kim, Kyu-Seong
    • Communications for Statistical Applications and Methods
    • /
    • v.19 no.1
    • /
    • pp.23-32
    • /
    • 2012
  • This paper deals with the bias and variance of regression coefficient estimators in a finite population. We derive approximate formulas for the bias, variance and mean square error of two estimators when we select a fixed-size inclusion probability proportional to the size sample and then estimate regression coefficients by the ordinary least square estimator as well as the weighted least square estimator based on the selected sample data. Necessary and sufficient conditions for the comparison of the two estimators in terms of variance and mean square error are suggested. In addition, a simple example is introduced to numerically compare the variance and mean square error of the two estimators.

Dependence of Weibull parameters on the diameter and the internal defects of Tyranno ZMI fiber in the strength analysis

  • Morimoto, Tetsuya;Yamamoto, Koji;Ogihara, Shinji
    • Advanced Composite Materials
    • /
    • v.16 no.3
    • /
    • pp.245-258
    • /
    • 2007
  • The single-modal Weibull model has been assessed on Tyranno ZMI Si-Zr-C-O fiber if a set of shape and scale parameters accurately reproduced the effect of the size of the diameter on strength. The tensile data of a single fiber have been divided into two expedient groups as 'small diameter' group and 'large diameter' group in deriving the parameters, which should be consistent if the Weibull model accurately reproduced the size effect. However, the derived Weibull parameters were inconsistent between the two groups. Thereby the authors have concluded that the parameters of the single-modal Weibull model are dependent on the fiber diameter, so that the model is inadequate to reproduce the strength size effect. On the other hand, Weibull parameters were found consistent between the two groups by excluding the data of 'large mirror zone' sample, which was defined as the sample around 10% mirror zone area of the fracture surface. What is more, the exclusion reduced the strength variance more drastically in the 'large diameter' group than in the 'small diameter' group, even though the 'large mirror zone' samples were found identical in the percentage between the two groups. The authors therefore conclude that diameter limitation to the 'small diameter' group level can lead to drastically less distributed strength values than the estimated strength through the Weibull scaling on the present Tyranno ZMI Si-Zr-C-O fiber.

Effects of Particle Size Distribution of CaHPO4·2H2O on Self-hardening Bone Cement

  • Hwang, In-Soo;Cho, Sang-Hwan;Lee, Jong-Kyu
    • Journal of the Korean Ceramic Society
    • /
    • v.40 no.8
    • /
    • pp.730-734
    • /
    • 2003
  • This research examined the effect, which it follows in particle size distribution change of CaHPO$_4$ㆍ2$H_{2}O$ (DCPD). We used two kinds of compositions; tetracalcium phosphate (TTCP)/dicalcium phosphate dihydrate (DCPD) composition and $\alpha$-tricalcium phosphate ($\alpha$-TCP)TTCP/DCPD composition. As the result, the mean particle size of the DCPD decreased, the setting tine shortened at all compositions. The reference powder (DR), which did not milling, showed about 2 times strength value compared with other milling sample. Especially, the compressive strength of 60 : 20 : 20 sample (DR(do$_{0.5}$)=12.08 $\mu\textrm{m}$) after curing 7 days in simulated body fluid solution was 40$\pm$0.5 MPa, which was the highest. This resulted from the packing density at $\alpha$-TCP/TTCP/DCPD combination.

Sound Absorption Property of the Leaves of Two Evergreen Broad-Leaved Tree Species, Dendropanax morbiferus and Fatsia japonica

  • JUNG, Su Young;YEOM, Da-Hye;KONG, Ree-Keun;SHIN, Gab Gyun;LEE, Kwang Soo;BYEON, Hee Seop
    • Journal of the Korean Wood Science and Technology
    • /
    • v.48 no.5
    • /
    • pp.631-640
    • /
    • 2020
  • In this study, the effect of specimen size and layer thickness on the sound absorption of the leaves of two evergreen broad-leaved tree species, Dendropanax morbiferus and Fatsia japonica, was investigated. The specimen sizes of 0.5 × 0.5, 1.0 × 1.0, and 2.0 × 2.0 ㎠ and layer thicknesses of 1.00, 1.75, and 2.50 cm were considered. At the layer thickness of 2.5 cm, the leaf of the D. morbiferus showed no significant difference in sound absorption coefficients (SACs) as the sample size varied, however, a significant change in SACs was recorded in that of the F. japonica. At 1.0-cm thickness, the SACs of the F. japonica leaf varied more remarkably with the sample size. The 2.50-cm-thick F. japonica leaf with the specimen size 0.5 × 0.5 ㎠ exhibited the highest sound absorption effect among all samples investigated.

Earnings Forecasts and Firm Characteristics in the Wholesale and Retail Industries

  • LIM, Seung-Yeon
    • Journal of Distribution Science
    • /
    • v.20 no.12
    • /
    • pp.117-123
    • /
    • 2022
  • Purpose: This study investigates the relationship between earnings forecasts estimated from a cross-sectional earnings forecast model and firm characteristics such as firm size, sales volatility, and earnings volatility. Research design, data and methodology: The association between earnings forecasts and the aforementioned firm characteristics is examined using 214 firm-year observations with analyst following and 848 firm-year observations without analyst following for the period of 2011-2019. I estimate future earnings using a cross-sectional earnings forecast model, and then compare these model-based earnings forecasts with analysts' earnings forecasts in terms of forecast bias and forecast accuracy. The earnings forecast bias and accuracy are regressed on firm size, sales volatility, and earnings volatility. Results: For a sample with analyst following, I find that the model-based earnings forecasts are more accurate as the firm size is larger, whereas the analysts' earnings forecasts are less biased and more accurate as the firm size is larger. However, for a sample without analyst following, I find that the model-based earnings forecasts are more pessimistic and less accurate as firms' past earnings are more volatile. Conclusions: Although model-based earnings forecasts are useful for evaluating firms without analyst following, their accuracy depends on the firms' earnings volatility.

Determinant Factors of Firm Risk - Using the Structural Equation Modeling Approach: Evidence from Indonesia

  • WULANDARI, Asih Marini;RAHAYU, Sri Mangesti;SAIFI, Muhammad;NUZULA, Nila Firdausi
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.9 no.8
    • /
    • pp.47-55
    • /
    • 2022
  • The purpose of this study was to determine the relationship between company risk and factors such as business size, ownership structure, and leverage. The study was conducted on 142 manufacturing sector companies listed on the Indonesia Stock Exchange from 2013 to 2018. The purposive sampling method was used to select the research sample. The sample size for this study was 21 different companies. The analytical approach uses Structural Equation Modeling (SEM) with WarpPLS. According to the findings of the investigation, the size of the company has a significant influence on both the amount of leverage the company uses and the amount of risk the company takes. The level of leverage is significantly influenced by the ownership structure. However, the ownership structure does not have a significant impact on the level of risk the company; rather, leverage has a big impact on the level of risk the company faces. The findings of this study are helpful to prospective investors in measuring the risk posed by the company to make judgments regarding investments. The findings of this study are also essential for management to consider while controlling the risk of the organization.

Analysis of the Influence of Sample Size on the Dry Weight and Singularity Weight of Hwangdeung Granite Rock Samples (황등화강암 시편의 크기에 따른 건조무게와 특이점 분석)

  • Dae-Hyoung Lee;Suk-Joo Kim
    • The Journal of Engineering Geology
    • /
    • v.34 no.1
    • /
    • pp.137-146
    • /
    • 2024
  • The pertinent Korean Industrial Standard (KS F) requires that rocks dried at 105 ± 5℃ be taken out of the oven into air and weighed on a scale. However, when rocks are exposed to air after the drying process, they absorb moisture, meaning that their weight will increase. In this study, eight cubic samples of Hwangdeung granite of different sizes were used to measure and compare the dry weight. The dry singularity weight measured in air was smaller than that measured in the drying oven. The difference in dry weight showed a positive correlation with sample size. Conversely, the difference in dry weight per unit weight of rock showed a negative correlation with sample size. The weight of a rock sample exposed to air is determined by the magnitude of the influence of convection currents occurring around the heated rock and the influence of moisture absorption in air. A singularity occurs when the magnitudes of these two effects are equal. The larger the rock sample, the longer the time taken for the singularity to occur, the greater the weight loss of the sample, and the longer the time taken for the sample to return to the initially measured weight on account of the greater moisture absorption for larger samples than smaller samples. In the future, research into the singularity and dry weights measured inside the drying oven will help to identify and address the limitations of the current KS F testing regulations.

Characterization of relationship between particle size and powder properties for $BaTiO_3$ ($BaTiO_3$의 입도와 분체특성과의 상관 관계 연구)

  • Chun, M.P.;Cho, J.H.;Kim, B.I.
    • Journal of the Korean Crystal Growth and Crystal Technology
    • /
    • v.15 no.6
    • /
    • pp.244-251
    • /
    • 2005
  • The relationship between particle size of hydro-thermally synthesized barium titanate powders (BT01, BT02, BT03, BT04, BT05) and the powder properties was investigated by means of particle size, specific surface area, zeta potential, XPS, XRD and SEM. Particle size determined by laser light scattering is closely related with specific surface area and the tetragonality (c/a) obtained from XRD. The specific surface area of the samples inversely decreased with increasing particle size except BT03 powder. BT03 sample showed higher surface area than BT04 sample of equivalent particle size, which was attributed mostly to the agglomeration of particles in terms of SEM image and XRD analysis. Zeta potential increased with increasing particle size with the exception of BT02 and BT03 which showed larger minus value of zeta potential in comparison with other BT powders. Beta potential results of BT02 and BT03 are considered to be related with the dissolution of $Ba^{2+}$ ion in these powers which was examined by XPS.

Effects of Bangpoongtongsungsankamibang extract on the obese SD rats induced by 2% cholesterol diet (방풍통성산가미방(防風通聖散加味方)이 비만유도(肥滿誘導) 백서(白鼠)에 미치는 영향(影響))

  • Kim, Deog-Gon;Kim, Byung-Woo
    • The Journal of Pediatrics of Korean Medicine
    • /
    • v.21 no.1
    • /
    • pp.211-226
    • /
    • 2007
  • Objectives : These experimental studies were designed to investigate the effects of Bangpoongtongsungsankamibang on the weight and the lipid metabolism of the obese rats induced by 2% cholesterol diet. They were designed to change values in the serum and leptin levels in the rats. Materials and Methods : The serum and leptin levels were measured for a period of 8 weeks for obese SD rats induced by 2% cholesterol diet. Results : The body weight showed a tendency to decreased significantly in sample (p<0.05). The Total cholesterol and Triglyceride level significantly decreased in sample (p<0.05). The HDL Cholesterol levels significantly increased in sample (p<0.05). The LDH levels did not show a significant change in sample. The ALP levels significantly decreased in sample (p<0.05). The SGOT and SGPT level did not show a significant change in sample. The Leptin levels significantly decreased in sample (p<0.05). The average size of the epididymal fat cell significantly decreased in sample (p<0.05).

  • PDF

Determination of capsaicinoids in red pepper powder using ultra high performance liquid chromatography (초고속 액체크로마토그래피를 이용한 고춧가루의 capsaicinoids 분석)

  • Namgung, Bae;Lee, Yunyeol;Ha, Jaeho
    • Analytical Science and Technology
    • /
    • v.26 no.4
    • /
    • pp.256-261
    • /
    • 2013
  • The efficiency of the two extractions (refluxing extraction and heating-block extraction) was compared to develop the simple analytical method for the determination of capsaicinoids, including capsaicin and dihydrocapsaicin in red pepper powder. For the method development, the parameters, including particle size, extraction time and sample size, were evaluated using ultra high performance liquid chromatography (u-HPLC). It was found that the most effective extraction time of the refluxing extraction was 3 hr. The higher extraction efficiency was obtained with the fine particle of a mild red pepper powder, while the particle size did not affect the extraction efficiency in case of the hot red pepper powder. The higher extraction efficiency was obtained with the small size of sample taken because of the ratio of the large extracting solvent to sample amount. The extraction efficiency of the refluxing method was 3-9% higher than that of the heating-block method, however, the heating-block method could be applied to the determination of capsaicinoids in the red pepper powder for the purpose of quality control of the product.