Jackknife winsorized variance estimator under imputed data

نویسندگان

چکیده

Abstract In the present study, we consider problem of missing and extreme values for estimation population variance. The presence either in study variable, or auxiliary both them, can adversely affect performance procedure. We three different situations also jackknife variance estimators by handling these under stratified random sampling. Bootstrap technique ABB is carried out to understand relative relationship more precisely.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A jackknife estimator of variance for Cox regression for correlated survival data.

Studies in the health sciences often give rise to correlated survival data. Wei, Lin, and Weissfeld (1989, Journal of the American Statistical Association 84, 1065-1073) and Lee, Wei, and Amato (1992, in Survival Analysis: State of the Art) showed that, if the marginal distributions of the correlated survival times follow a proportional hazards model, then the estimates from Cox's partial likel...

متن کامل

Analysis of Variance from Multiply Imputed Data Sets

The analysis of variance is a popular method used in many scientific applications. There are standard software for handling unbalanced data due to missing values in the outcome/dependent variable. The analysis becomes difficult when the missing values are in predictors. Multiple imputation is an increasingly popular method for handling such incomplete data. This approach involves replacing the ...

متن کامل

Variance Estimation for Finite Populations with Imputed Data

One way of handling survey nonresponse is to impute data for each nonrespondent. When estimating sampling variances, however, treating the imputed data as a complete set frequently leads to underestimates of the true sampling variance. Techniques have been recently developed to yield valid variance estimates in the presence of imputed data for some estimators and sample designs. Economic survey...

متن کامل

Asymptotic Accuracy of the Jackknife Variance Estimator for Certain Smooth Statistics

We show that that the jackknife variance estimator vjack and the the infinitesimal jackknife variance estimator are asymptotically equivalent if the functional of interest is a smooth function of the mean or a smooth trimmed L-statistic. We calculate the asymptotic variance of vjack for these functionals.

متن کامل

Hotelling’s Charts Using Winsorized Modified One Step M-estimator for Individual Non Normal Data

Hotelling T control chart is one of the most important chart used to statistical quality control in the manufacture processes. However, this chart is sensitive to the non normal data and therefore, must be modified to improve its behavior with this kind of data. In this paper, we propose two new alternatives charts based on change the usual mean and covariance estimator by robust location and s...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Statistics in Transition New Series

سال: 2022

ISSN: ['1234-7655', '2450-0291']

DOI: https://doi.org/10.2478/stattrans-2022-0014