DSpace collection: 專書

Bayesian Inference and Computation in Reliability and Survival Analysis

Fri, 28 Apr 2023 12:04:23 GMT

title: Bayesian Inference and Computation in Reliability and Survival Analysis abstract: Bayesian analysis is one of the important tools for statistical modelling and inference. Bayesian frameworks and methods have been successfully applied to solve practical problems in reliability and survival analysis, which have a wide range of real world applications in medical and biological sciences, social and economic sciences, and engineering. In the past few decades, significant developments of Bayesian inference have been made by many researchers, and advancements in computational technology and computer performance has laid the groundwork for new opportunities in Bayesian computation for practitioners. Because these theoretical and technological developments introduce new questions and challenges, and increase the complexity of the Bayesian framework, this book brings together experts engaged in groundbreaking research on Bayesian inference and computation to discuss important issues, with emphasis on applications to reliability and survival analysis. Topics covered are timely and have the potential to influence the interacting worlds of biostatistics, engineering, medical sciences, statistics, and more. The included chapters present current methods, theories, and applications in the diverse area of biostatistical analysis. The volume as a whole serves as reference in driving quality global health research.

開發中國家經濟發展資金籌措之研究-財政面的探討

Fri, 28 Apr 2023 12:04:20 GMT

title: 開發中國家經濟發展資金籌措之研究-財政面的探討

統計之美: 人工智慧時代的科學思維

Wed, 27 Apr 2022 04:11:42 GMT

title: 統計之美: 人工智慧時代的科學思維 abstract: 透過本書，讀者能夠理解人工智慧時代的思維模式，應對迅速變化的世界，入門AI統計基礎！ ※96個生活故事讀懂人工智慧科學思維 ※一條條暗藏脈絡建立人工智慧統計基礎 ※有趣、有味、有智慧、如飲醇酒、如沐春風名人推薦/內容簡介艦哥的《統計之美》為你揭開這層面紗，讓你重新領略統計學的獨特之美！為艦哥鼓掌，為《統計之美》按讚，我輩加油！ ~~王漢生，北京大學光華管理學院教授本書系統化地組織知識，呈現知識的趣與美，引發讀者的學習興趣和動機。作者旁徵博引，資料科學的例子信手拈來，歷史上的著名典故、日常生活中的趣事、互聯網上的熱點話題，甚至科幻與武俠小說中的場景，都成為作者講述統計學概念、方法的絕佳例子。圍繞這些精心挑選的有趣問題進行分析和討論，給出解決問題的路徑，同時引出統計學中重要的概念與方法。讀完本書，讀者可以深切體會到統計學是如何被應用到生活中的。 ~~RickJin（靳志輝)博士，火光搖曳CEO 本書用優美的語言告訴讀者，如何透過定量的方法認識這個世界隱藏的秩序和深刻的美，每一位希望在大數據和人工智慧時代繼續跳舞的人，都不容錯過。 ~~周濤教授，電子科技大學這是一本出色的統計學科普書，用樸素的語言和風趣翔實的案例闡述統計學的實用價值和迷人之處。統計學不僅是一門技術，更是我們認識和理解世界的「道」。 ~~鄧一碩，懶投資CFO、統計之都成員堅實的理論基礎，獨到的思維方式，有趣的應用領域，再加上每節一個生動的小故事作為開胃菜，這是本書獻給廣大讀者的一份統計學大餐。 ~~邱怡軒，普渡大學統計系博士、統計之都成員本書96個統計相關故事，有趣、有味、有智慧，如飲醇酒，如沐春風。 ~~魏太雲，百分點資料建模部負責人、統計之都成員本書特色： ■ 統計與科學 ■ 資料與數學 ■ 資料視覺化 ■ 模型與方法 ■ 大數據時代 ■ 數據的陷阱 ■ 統計在人工智慧上之應用

統計學：生活與休閒實務應用

Sat, 26 Mar 2022 04:11:45 GMT

title: 統計學：生活與休閒實務應用 abstract: 「統計學」這門學科大約是自17世紀中葉開始逐發展起來的，主要建構在資料分析的基礎上，並以收集、整理、歸納和分析來反映資料的狀態。經過多年的努力，統計學已經成為現今各學門，如自然科學、社會社學、人文學科等，收集、分析資料和制定決策時必備的工具。此外，在工商業和政府的情報分析與決策上，統計也佔有舉足輕重的角色。很多人對於統計有一些疑問：「統計是數學？」、「為什麼要學『統計學』？」其實，統計並不是數學，而是賦予組合數字生命、意義，並讓數字說話的技術。所以，統計不但是資料科學中重要的主軸之一，且許多統計的方法和理論都是為了解決應用上的實際問題而興起的。不論管理、行銷、生物或醫學等，統計是讓所有的猜測和推論有可靠的數據做支持。

巨量資料之矩陣視覺化

Thu, 29 Oct 2020 04:11:05 GMT

title: 巨量資料之矩陣視覺化 abstract: The innovation of biomedical and industrial techniques with continued development of computer technology have caused dramatic changes of data generation and collection. Data scale tends to grow exponentially while data quality becomes unreliable. Statistical methods for validation and analysis of big data with its computation techniques became important research topics nowadays. Visualization and exploratory data analysis (EDA) are going to play essential roles in deep analytics on big data analysis. Yet there are some problems to be solved and techniques to be developed. Most current big data visualization methods focus on node-link diagram based dynamic network drawing. They mainly rely on the 2D and 3D scatterplots that do not consume much computing memory, power, and display space; however, the drawback is the limitation on dimensions of variable for visualization. This works first aims to resolve the potential difficulties for applying the techniques of matrix visualization for continuous type big data: (1) computation and permutation of proximity matrices; (2) display of big data. We shall integrate the strength of GAP (generalized association plots), SDA (symbolic data analysis), with Hadoop/Spark computing facility for taking care of these problems of computation and display and for creating environment for matrix visualization of continuous type big data. Here we apply the proposed MV for big data techniques on the 2000 Longitudinal Health Insurance Database (LHID2000) of National Health Insurance Research Database (NHIRD) published by National Health Research Institutes (NHRI) in Taiwan. We will then move on and expand the environment for matrix visualization of continuous type big data to binary, categorical, cartography, and other types of big data. We expect to face even more challenging difficulties while developing related techniques.

Statistical Quality Technologies: Theory and Practice

Fri, 20 Sep 2019 04:11:08 GMT

title: Statistical Quality Technologies: Theory and Practice abstract: This book explores different statistical quality technologies including recent advances and applications. Statistical process control, acceptance sample plans and reliability assessment are some of the essential statistical techniques in quality technologies to ensure high quality products and to reduce consumer and producer risks. Numerous statistical techniques and methodologies for quality control and improvement have been developed in recent years to help resolve current product quality issues in today’s fast changing environment. Featuring contributions from top experts in the field, this book covers three major topics: statistical process control, acceptance sampling plans, and reliability testing and designs. The topics covered in the book are timely and have a high potential impact and influence to academics, scholars, students and professionals in statistics, engineering, manufacturing and health.

Statistical Modeling for Degradation Data

Wed, 27 Mar 2019 04:10:14 GMT

title: Statistical Modeling for Degradation Data abstract: This book focuses on the statistical aspects of the analysis of degradation data. In recent years, degradation data analysis has come to play an increasingly important role in different disciplines such as reliability, public health sciences, and finance. For example, information on products’ reliability can be obtained by analyzing degradation data. In addition, statistical modeling and inference techniques have been developed on the basis of different degradation measures

開發中國家財政理論與政策

Tue, 29 Nov 2016 18:12:07 GMT

title: 開發中國家財政理論與政策

基礎統計學

Tue, 11 Oct 2016 18:13:49 GMT

title: 基礎統計學

Some results on improved normal mean vector estimation

Mon, 01 Sep 2014 07:30:55 GMT

title: Some results on improved normal mean vector estimation

統計範例與EXCEL詳解

Mon, 01 Sep 2014 07:15:04 GMT

title: 統計範例與EXCEL詳解

應用統計方法：EXCEL2007精析與實例

Thu, 28 Aug 2014 13:53:28 GMT

title: 應用統計方法：EXCEL2007精析與實例

實用統計學-SPSS動態操作展示與應用

Thu, 28 Aug 2014 13:30:42 GMT

title: 實用統計學-SPSS動態操作展示與應用 abstract: 隨著資料量及電腦計算速度快速成長，如何藉助統計套裝軟體快速分析資料來提昇決策速度與品質，幾乎是全民共同面臨的課題。本書適用的讀者群是以希望直接透過電腦套裝軟體來執行統計分析的對象為主。目前來說，在坊間琳瑯滿目的統計套裝軟體中，SPSS擁有廣大的使用者，所以本書是以符合讀者需求為考量底下，採用SPSS為資料分析的工具。然而沒有清楚的學理概念，在操作上就會失之以茫；因此，在介紹統計套裝軟體SPSS操作步驟之前，本書會先介紹及闡述統計學的基本要義，再舉生活實例說明。本書和一般統計學課本的主要差異在於以視窗方式更詳盡的呈現了軟體的使用步驟並展示如何解讀報表。同時於書後附上動態操作展示電子檔，提供讀者另類的學習方式，期待對使用本書讀者的學習效益能有所提升。因此本書除可供一般統計學課程教科書或搭配輔助使用之外，亦適用一般自學或統計套裝軟體相關應用課程的學習。

統計學與R軟體的應用

Tue, 16 Jul 2013 09:30:05 GMT

title: 統計學與R軟體的應用

統計範例與SPSS操作詳解

Mon, 05 Nov 2012 07:22:22 GMT

title: 統計範例與SPSS操作詳解 description: 100學年度教學優良教材

淡江大學畢業生滿意度與就業概況

Tue, 07 Sep 2010 09:02:44 GMT

title: 淡江大學畢業生滿意度與就業概況

SAS應用之統計分析

Tue, 07 Sep 2010 09:02:38 GMT

title: SAS應用之統計分析 description: 99學年度教學優良教材

R軟體：應用統計方法

Tue, 07 Sep 2010 09:02:33 GMT

title: R軟體：應用統計方法 description: 99學年度教學優良教材

EMBA論壇 : 商管新智慧

Tue, 07 Sep 2010 09:02:31 GMT

title: EMBA論壇 : 商管新智慧

迴歸分析入門：SAS程式報表精析解讀與個案建模範例

Tue, 07 Sep 2010 09:02:23 GMT

title: 迴歸分析入門：SAS程式報表精析解讀與個案建模範例

應用統計學：利用資料做決策

Tue, 07 Sep 2010 09:02:21 GMT

title: 應用統計學：利用資料做決策 description: 譯自 : The practice of business statistics : using data for decisions

機率與統計

Tue, 07 Sep 2010 09:02:19 GMT

title: 機率與統計 description: 譯自 : Probability and statistics for engineering and the sciences, 6th ed.

現代統計學

Fri, 03 Sep 2010 05:15:49 GMT

title: 現代統計學

現代統計學

Fri, 03 Sep 2010 05:11:08 GMT

title: 現代統計學

統計學

Mon, 30 Nov 2009 05:27:47 GMT

title: 統計學

最大二項母体參數之估計

Mon, 30 Nov 2009 05:27:45 GMT

title: 最大二項母体參數之估計

On some ranking and selection procedures for exponential populations

Mon, 30 Nov 2009 05:27:42 GMT

title: On some ranking and selection procedures for exponential populations

統計學多媒體教材

Mon, 30 Nov 2009 05:27:40 GMT

title: 統計學多媒體教材

基礎統計學

Mon, 30 Nov 2009 05:27:35 GMT

title: 基礎統計學 description: 譯自: Statistics: concepts and applications

高等統計學

Mon, 30 Nov 2009 05:27:33 GMT

title: 高等統計學 description: 譯自 : Probability and statistical inference--4th ed.

基礎統計學

Mon, 30 Nov 2009 05:27:30 GMT

title: 基礎統計學

應用統計方法：Excel精析與實例

Mon, 30 Nov 2009 05:27:27 GMT

title: 應用統計方法：Excel精析與實例 abstract: 本書是以幾乎所有電腦皆有的基本配備EXCEL為資料分析的工具。課文內容介紹了如何使用 Microsoft Excel來進行統計分析，然而沒有清楚的學理概念，在操作上就會失之以茫；因此，在介紹套裝軟體操作步驟之前，本書會先介紹及複習相關統計理論，再舉生活實例說明Excel的操作步驟。本書和一般統計學課本的主要差異在於以視窗方式更詳盡的呈現了軟體的使用步驟。因此本書除可供一般統計學課程教科書的使用之外，亦適用一般自學或統計套裝軟體應用課程的學習。

統計學導論

Mon, 30 Nov 2009 05:27:24 GMT

title: 統計學導論

統計學多媒體教材

Tue, 01 Sep 2009 08:20:58 GMT

title: 統計學多媒體教材

現代統計學習題解答

Tue, 01 Sep 2009 08:20:55 GMT

title: 現代統計學習題解答

現代統計學

Tue, 01 Sep 2009 08:20:52 GMT

title: 現代統計學