Resampling Methods in Complex Survey Data

Resampling Methods in Mplus for Complex Survey Data

Comparison of Estimation Methods for Complex Survey Data Analysis

Recently structural equation modeling software packages have implemented more accurate statistical methodology for analyzing complex survey data. The computational algorithms however vary across the packages and produce different results even for simple models. In this note we conduct simulation studies to compare the performance of the methods implemented in Mplus and LISREL. The Mplus algorit...

data mining rules and classification methods in insurance: the case of collision insurance

assigning premium to the insurance contract in iran mostly has based on some old rules have been authorized by government, in such a situation predicting premium by analyzing database and it’s characteristics will be definitely such a big mistake. therefore the most beneficial information one can gathered from these data is the amount of loss happens during one contract to predicting insurance ...

Microdata Disclosure by Resampling – Empirical Findings for Business Survey Data

A problem statistical offices and research institutes are faced with by releasing micro-data is the preservation of confidentiality. Traditional methods to avoid disclosure often destroy the structure of data, i.e., information loss is potentially high. In this paper I discuss an alternative technique of creating scientific-use-files, which reproduce the characteristics of the original data qui...

Resampling Methods for Unsupervised Learning from Sample Data

Two important tasks of machine learning are the statistical learning from sample data (SL) and the unsupervised learning from unlabelled data (UL) (Hastie et al., 2001; Theodoridis & Koutroumbas, 2006). The synthesis of the two parts – the unsupervised statistical learning (USL) – is frequently used in the cyclic process of inductive and deductive scientific inference. This applies especially t...

Resampling Methods: A Practical Guide to Data Analysis

The resampling methods a practical guide to data analysis that we provide for you will be ultimate to give preference. This reading book is your chosen book to accompany you when in your free time, in your lonely. This kind of book can help you to heal the lonely and get or add the inspirations to be more inoperative. Yeah, book as the widow of the world can be very inspiring manners. As here, ...