MultiparametricStatistics

Multiparametric Statistics (Elsevier Science) [電子書籍版]
Vadim Ivanovich Serdobolskii

10,190円(税込)

獲得ポイント:

・ファイル形式     :Adobe DRM PDF
・対応端末       :電子書籍リーダー
 ※このファイルはiOS/Androidアプリ、デスクトップアプリ、Kobo Arc等では閲覧できません。
 ※無料アプリAdobe Digital Editionで書籍の閲覧と電子書籍リーダーへのコピーができます。
  詳しくはこちら


初めての方限定!1冊無料クーポンプレゼント!
初めての方限定!1冊無料クーポンプレゼント!

商品基本情報

商品説明

This monograph presents mathematical theory of statistical models described by the essentially large number of unknown parameters, comparable with sample size but can also be much larger. In this meaning, the proposed theory can be called "essentially multiparametric". It is developed on the basis of the Kolmogorov asymptotic approach in which sample size increases along with the number of unknown parameters.

This theory opens a way for solution of central problems of multivariate statistics, which up until now have not been solved. Traditional statistical methods based on the idea of an infinite sampling often break down in the solution of real problems, and, dependent on data, can be inefficient, unstable and even not applicable. In this situation, practical statisticians are forced to use various heuristic methods in the hope the will find a satisfactory solution.

Mathematical theory developed in this book presents a regular technique for implementing new, more efficient versions of statistical procedures. Near exact solutions are constructed for a number of concrete multi-dimensional problems: estimation of expectation vectors, regression and discriminant analysis, and for the solution to large systems of empiric linear algebraic equations. It is remarkable that these solutions prove to be not only non-degenerating and always stable, but also near exact within a wide class of populations.

In the conventional situation of small dimension and large sample size these new solutions far surpass the classical, commonly used consistent ones. It can be expected in the near future, for the most part, traditional multivariate statistical software will be replaced by the always reliable and more efficient versions of statistical procedures implemented by the technology described in this book.

This monograph will be of interest to a variety of specialists working with the theory of statistical methods and its applications. Mathematicians would find new classes of urgent problems to be solved in their own regions. Specialists in applied statistics creating statistical packages will be interested in more efficient methods proposed in the book. Advantages of these methods are obvious: the user is liberated from the permanent uncertainty of possible instability and inefficiency and gets algorithms with unimprovable accuracy and guaranteed for a wide class of distributions.

A large community of specialists applying statistical methods to real data will find a number of always stable highly accurate versions of algorithms that will help them to better solve their scientific or economic problems. Students and postgraduates will be interested in this book as it will help them get at the foremost frontier of modern statistical science.

- Presents original mathematical investigations
and open a new branch of mathematical statistics
- Illustrates a technique for developing always stable and efficient versions of multivariate statistical analysis for large-dimensional problems
- Describes the most popular methods some near exact solutions; including algorithms of non-degenerating large-dimensional discriminant and regression analysis

みんなのレビュー

この商品にはまだレビューがありません レビューを書く

楽天ブックスランキング情報

  • 週間ランキング

    ランキング情報がありません。

  • 日別ランキング

    ランキング情報がありません。

ご購入はこちらから

楽天Kobo電子書籍版

10,190円(税込)

お気に入りに追加
  • 電子書籍のお得なクーポン・キャンペーン

  • 人気コミックや最新の雑誌など!今すぐ読める無料作品をご紹介♪人気コミックや最新の雑誌など!今すぐ読める無料作品をご紹介♪
  • もっと見る
全品対象!
2017/8/10(木) 23:59まで
祝勝利!楽天イーグルス
エントリーで
ポイント2倍
全品対象!
2017/8/10(木) 23:59まで
男性の方限定!
10%OFF
クーポン

最近チェックした商品

    ※表示を削除したい場合は閲覧履歴のページから削除お願いいたします

    ランキング:電子書籍

    ※1時間ごとに更新

    1. 1
      キングダム 47
      電子書籍キングダム 47

      原泰久

      500円(税込)

    2. 2
      暁のヨナ 24
      電子書籍暁のヨナ 24

      草凪みずほ

      432円(税込)

    3. 3
      進撃の巨人 attack on titan
      電子書籍進撃の巨人 attack on titan

      諫山創

      432円(税込)

    4. 4
      金魚妻 2
      電子書籍金魚妻 2

      黒澤R

      500円(税込)

    5. 5
      七つの大罪
      電子書籍七つの大罪

      鈴木央

      432円(税込)

    購入データ自動連携!楽天ブックス公式 無料 読書管理パプリ Readee

    このページの先頭へ