Probability and sampling in dentistry are two fundamentals which have great importance clinical research. Many research works shows lack of proper understanding use these factors. The definition probability is incredibly significant daily life. Statistical analysis based on this particularly useful definition. In fact, the function modern science that substituting for certainty. Probabilities n...

A two-term Edgeworth expansion for the standardized version of the sample total in a two-stage sampling design is derived. In particular, for the commonly used stratified and cluster sampling schemes, formal two-term asymptotic expansions are obtained for the Studentized versions of the sample total. These results are applied in conjunction with the bootstrap to construct more accurate confiden...

This study aimed to classify caregiving families according to the Family Caregivers' Appraisal Checklist (FACL; Horiguchi et al., 2012), which was originally developed to evaluate the probability of continuing caregiving. After nationwide targeting in Japan, the selected survey candidates included 1279 families utilizing domiciliary nursing services chosen by stratified two-stage sampling, and ...

There are some experiences that researcher come across quite number of time for very large networks in the initial samples such that they cannot finish the sampling procedure. Two solutions have been proposed and used by marine biologists which we discuss in this article: i) Adaptive cluster sampling based on order statistics with a stopping rule, ii) Restricted adaptive cluster sampling. Until...

BACKGROUND The Comprehensive Survey of Living Conditions of the People on Health and Welfare (CSLC) is a major source of health data in Japan. The CSLC is not strictly based on probabilistic sampling, but instead uses an equal allocation of sample clusters to yield equal standard errors of estimates across prefectures. This study compared the performance of this sample design in measuring popul...

Time-location sampling (TLS) is used to collect information from hard-to-reach populations by sampling persons at locations at which they may be found. Epidemiologic studies using TLS have often been analyzed ignoring both clustering within locations and the differential probabilities that persons are sampled. I propose a weighted analysis reflecting approximate differential sampling probabilit...

Abstract:  The precision of conventional sampling designs is not usually satisfactory for estimating parameters of clump and rare populations. Many of fish species live in school and disperse all over a vast area like a sea so that they are rare compare to their habitats. Theory of a class of sampling designs called adaptive sampling designs has rapidly grown during last decade which solved the...

Abstract:  The precision of conventional sampling designs is not usually satisfactory for estimating parameters of clump and rare populations. Many of fish species live in school and disperse all over a vast area like a sea so that they are rare compare to their habitats. Theory of a class of sampling designs called adaptive sampling designs has rapidly grown during last decade which solv...