| 书目名称 | Statistical Inference Under Mixture Models |
| 编辑 | Jiahua Chen |
| 视频video | |
| 概述 | Includes comprehensive introduction of finite mixture models.Examines recent developments in the hypothesis test for the order of mixture model.Provides insight on the foundations of inference procedu |
| 丛书名称 | ICSA Book Series in Statistics |
| 图书封面 |  |
| 描述 | .This book puts its weight on theoretical issues related to finite mixture models. It shows that a good applicant, is an applicant who understands the issues behind each statistical method. This book is intended for applicants whose interests include some understanding of the procedures they are using, while they do not have to read the technical derivations..At the same time, many researchers find most theories and techniques necessary for the development of various statistical methods, without chasing after one set of research papers, after another. Even though the book emphasizes the theory, it provides accessible numerical tools for data analysis. Readers with strength in developing statistical software, may find it useful.. |
| 出版日期 | Book 2023 |
| 关键词 | EM-algorithm; EM-test; Hypothesis test; Homogeneity; Likelihood ratio test; Maximum likelihood estimation |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-99-6141-2 |
| isbn_softcover | 978-981-99-7904-2 |
| isbn_ebook | 978-981-99-6141-2Series ISSN 2199-0980 Series E-ISSN 2199-0999 |
| issn_series | 2199-0980 |
| copyright | Springer Nature Singapore Pte Ltd. 2023 |
发表于 2025-3-21 19:11:41
