大數據分析是許多傳統產業的主要驅動力,例如:金融、醫療和能源等等。視覺資料分析(Visual data analysis)和電腦視覺(Computer Vision)則是這場資料革命的一部分。近年來,它們的發展漸趨成熟,在自主導航、遊戲和製造業等領域,創造了許多新穎又令人振奮的應用程式。 本書將帶領讀者建立強大且獨特的電腦視覺應用程式。每一章將從一個專案展開,並深入OpenCV的某個重要面向,例如
Based on rare first-hand historical data, Wang Ke presents the analysis of the East Turkestan from the perspective of Islamic social structure, the origin and evolution of thoughts on national revolut
An analysis of the lessons learned from tuberculosis control in Shanghai. Tuberculosis Control and Institutional Change in Shanghai, 1911-2011 is the first book on the most widespread and deadly infectious disease in China, both historically and today. Weaving together interviews with data from periodicals and local archives in Shanghai, Rachel Core examines the rise and fall of tuberculosis control in China from the 1950s to the 1990s. Under the socialist work unit system, the vast majority of people had guaranteed employment, a host of benefits tied to their workplace, and there was little mobility--factors that made the delivery of medical and public health services possible in both urban and rural areas. The dismantling of work units amid wider market reforms in the 1980s and 1990s led to the rise of temporary and casual employment and a huge migrant worker population, with little access to health care, creating new challenges in TB control. This study of Shanghai will provide valu
This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja
Terrorism, Politics, and Human Rights Advocacy provides an insider-outsider analysis of the #BringBackOurGirls (#BBOG) movement. Formed through a coalition of elite women and middle-class allies to advocate for the rescue of over 200 high school girls from Chibok, Nigeria, who were kidnapped by Boko Haram in 2014, the movement is a global leader in the 'lives matter' advocacy and a new episode in African women-led rights movements. Based on data garnered from over 170 research participants, Oriola demonstrates how the #BBOG transformed the Chibok kidnapping into an international cause and a social problem in a sociological sense, inadvertently creating a social problem industry. The volume provides in-depth analyses of the organizational structure, decision-making, repertoire of protest, framing, internal dynamics, and divisions within the #BBOG. Far more than a social media phenomenon, the #BBOG deploys a hybridized communication process which seamlessly combines the time-space compre
本書第二版除了介紹個人理財的相關財務決策外,更加入逐漸受到重視的風險性投資主題。為了讓讀者能深入瞭解投資活動與個人理財的互動運作原理,特別融入相關實作的操作教程內容,讓讀者能親自動手練習「如何正確編製家庭財務報表?」(Personal / Household Financial Statements)。本書的內容架構融入目前世界各國一流商管教育重視「大數據量化分析」(Quantitative Analysis with Big Data) 的最新趨勢。讀者透過本書的精進研讀,不僅能徹底瞭解個人理財的運作邏輯,更能學習透過應用軟體來獨力完成家庭財務規劃。這就是本書提供給社會大眾自我提升「理財素養」,以增進家庭經營效率與效用的方便法門。
醫學統計主要討論醫學研究設計與醫學資料分析,本書以最常見的醫學研究為主軸,大約涵蓋 70% 醫學論文使用的統計方法,分成二大部分,第一部分主要是統計的基本訓練,包含常見的臨床醫學研究與醫學統計概論,第二部分是介紹常見的醫學實驗設計與中階醫學統計方法。 本書主要寫作對象為須要開始從事臨床醫學研究的醫師與研究人員,作者嘗試結合作者個人臨床醫學研究與醫學統計諮詢經驗,以醫學與統計雙方都較能了解的語言與文字,將基本的醫學研究設計與醫學資料分析方法作聯結討論,主要內容包含:1. Probability and Exploratory Data Analysis2. Observational Study Design and Clinical Trials3. Common Probability Distributions and Sampling Distributions4. Estimation and Testing Hypothesis5. One-sample Inference and Two-sample Inference6. Linear Regression and ANCOVA7. ANOVA and Experimental Design8. Contingency Table Analysis and Logistic Regression9. Event Rate and Poisson Regression10. Survival Analysis and Longitudinal Data Analysis11. Agreement and Consistency in Method Comparison Studies
University of Nottingham Ningbo China Prof. Patrick Y.K. Chau Singapore Institute of Management Prof. Kwok Kee Wei Hamburg University of Technology Prof. Christian M. Ringle (SmartPLS開發者之一) Ludwig-Maximilians University, Germany Prof. Marko Sarstedt 好評推薦!! 蕭教授出版了許多定量方法書籍,是台灣最重要的結構方程模型(SEM)專家之一。在這本書中,他介紹了SPSS分析方法和最新結構方程模型SmartPLS 4的分析技術,對於有興趣在研究中使用SPSS和SEM的新手和高級研究人員,它確實是一本很好的資源和參考書。 ---長庚大學 湯明哲 校長--- *國內第一本全面介紹SmartPLS 4操作,深入探討最新量表發展、中介和調節變數的應用、reflective(反映性)和formative(形成性)指標的發展和模式的指定、PLS-SEM結構方程模式的實用書。 *本書以實用的角度引導學員從學習社會科學概念開始介紹,到完成一份專題、研究生論文和論文投稿,對於大學部專題,碩博士學生,量化的研究人員都有莫大的幫助。 *以統計分析(多變量分析)為主軸,整合了理論的介紹、量化的研究、量表的發展、卡方檢定、因素分析、迴歸分析、區別分析和邏輯迴歸、單因子變異數分析、多變量變異數分析、典型相關分析、信度和效度分析、聯合分析、多元尺度和集群分析,第二代統計技術–結構方程模式(SEM),正確的多變量分析研究論文參考範例。 *內容涵蓋SmartPLS 4基本操作、PLS-SEM結構方程模式的學習範例、反映性和形成性指標與模式的指定、二階和高階因果關係、SEM結構方程模式實例、中介因子的效果、調節效果、測量恆等性(Measurement Invariance)、MGA呈現的範例、和論文結構與研究範例。 *本書可作為統計分析和多變量分析的教科書,也是Hair, Black, Babin, and Anderson所撰寫的Multivariate Data Analysis多變量分析的最佳輔助參考書籍,更是Hair, Hult, Ringle, and
Based on the latest research in neurobiology, cognitive science, and learning theory, this book combines words and pictures in a playful, mixed-media style that not only helps readers understand data
Sarantakos (sociology, Charles Sturt U., Australia) presents a four-volume handbook on data analysis in the social sciences. The conceptualization of data analysis for the handbook, and hence the logi
The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of
During the last 10 years numerical methods have begun to dominate paleontology. These methods now reach far beyond the fields of morphological and phylogenetic analyses to embrace biostratigraphy, pal
The approach in this introductory book is that of informal study of the data. Methods range from plotting picture-drawing techniques to rather elaborate numerical summaries. Several of the methods are
Applications of spatial data, coupled with geographic information systems, are finding increasing use in the disciplines of geography and geology, as well as environmental science, ecology, epidemiolo