Sequential spatially balanced sampling
نویسندگان
چکیده
Sequential sampling occurs when an entire population is unknown in advance and data are received one by or groups of units. This article proposes a new algorithm to sequentially select balanced sample. The respects equal unequal inclusion probabilities. method can also be used spatially sample if the interest contains spatial coordinates. A simulation study proposed, results show that proposed outperforms other methods.
منابع مشابه
Spatially Balanced Sampling of Natural Resources
The spatial distribution of a natural resource is an important consideration in designing an ef cient survey or monitoring program for the resource. Generally, sample sites that are spatially balanced, that is, more or less evenly dispersed over the extent of the resource, are more ef cient than simple random sampling. We review a uni ed strategy for selecting spatially balanced probability ...
متن کاملBalanced Acceptance Sampling+m: A Balance Between Entropy and Spatially Balance
Balanced acceptance sampling is a relatively new sampling scheme that has potential to improve the efficiency of spatial studies. There are two drawbacks of the design, it can have low entropy and some of the unbiased estimates can not be calculated. In this paper, such shortcomings have been addressed by integrating simple random sampling with balanced acceptance sampling. In a simulation stud...
متن کاملSpatially balanced sampling through the pivotal method.
A simple method to select a spatially balanced sample using equal or unequal inclusion probabilities is presented. For populations with spatial trends in the variables of interest, the estimation can be much improved by selecting samples that are well spread over the population. The method can be used for any number of dimensions and can hence also select spatially balanced samples in a space s...
متن کاملSequential Sampling Plan with Fuzzy Parameters
In this paper a new sequential sampling plan is introduced in which the acceptable quality level (AQL) and the lot tolerance percent defective (LTPD) are a fuzzy number. This plan is well defined, since, if the parameters are crisp, it changes to a classical plan. For such a plan, a particular table of rejection and acceptance is calculated and compared with the classical one. Keywords : St...
متن کاملBalanced Importance Sampling Estimation
In this paper we analyze a particular issue of estimation, namely the estimation of the expected value of an unknown function for a given distribution, with the samples drawn from other distributions. A motivation of this problem comes from machine learning. In reinforcement learning, an intelligent agent that learns to make decisions in an unknown environment encounters the problem of judging ...
متن کاملذخیره 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: Environmetrics
سال: 2022
ISSN: ['1180-4009', '1099-095X']
DOI: https://doi.org/10.1002/env.2776