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Author: Neil Smalheiser
Publisher: Academic Press
ISBN: 0128113073
Category : Science
Languages : en
Pages : 284
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Book Description
Data Literacy: How to Make Your Experiments Robust and Reproducible provides an overview of basic concepts and skills in handling data, which are common to diverse areas of science. Readers will get a good grasp of the steps involved in carrying out a scientific study and will understand some of the factors that make a study robust and reproducible.The book covers several major modules such as experimental design, data cleansing and preparation, statistical analysis, data management, and reporting. No specialized knowledge of statistics or computer programming is needed to fully understand the concepts presented. This book is a valuable source for biomedical and health sciences graduate students andresearchers, in general, who are interested in handling data to make their research reproducibleand more efficient. - Presents the content in an informal tone and with many examples taken from the daily routine at laboratories - Can be used for self-studying or as an optional book for more technical courses - Brings an interdisciplinary approach which may be applied across different areas of sciences
Author: Neil Smalheiser
Publisher: Academic Press
ISBN: 0128113073
Category : Science
Languages : en
Pages : 284
Get Book Here
Book Description
Data Literacy: How to Make Your Experiments Robust and Reproducible provides an overview of basic concepts and skills in handling data, which are common to diverse areas of science. Readers will get a good grasp of the steps involved in carrying out a scientific study and will understand some of the factors that make a study robust and reproducible.The book covers several major modules such as experimental design, data cleansing and preparation, statistical analysis, data management, and reporting. No specialized knowledge of statistics or computer programming is needed to fully understand the concepts presented. This book is a valuable source for biomedical and health sciences graduate students andresearchers, in general, who are interested in handling data to make their research reproducibleand more efficient. - Presents the content in an informal tone and with many examples taken from the daily routine at laboratories - Can be used for self-studying or as an optional book for more technical courses - Brings an interdisciplinary approach which may be applied across different areas of sciences
Author: Meghana Ayyagari
Publisher: World Bank Publications
ISBN:
Category : Pequeą y mediana empresa (PYME)
Languages : en
Pages : 40
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Book Description
This paper describes a new cross-country database on the importance of small and medium enterprises (SMEs). This database is unique in that it presents consistent and comparable information on the contribution of the SME sector to total employment and GDP across different countries. The dataset improves on existing publicly available datasets on several grounds. First, it extends coverage to a broader set of developing and industrial economies. Second, it provides information on the contribution of the SME sector using a uniform definition of SMEs across different countries, allowing for consistent cross-country comparisons. Third, while we follow the traditional definition of the SME sector as being part of the formal sector, the new database also includes the size of the SME sector relative to the informal sector. This paper describes the sources and the construction of the different indicators, presents descriptive statistics, and explores correlations with other socioeconomic variables. This paper--a product of Finance, Development Research Group--is part of a larger effort in the group to study SME-related issues.
Author: Benna, Umar
Publisher: IGI Global
ISBN: 1522526609
Category : Political Science
Languages : en
Pages : 430
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Book Description
The social and economic systems of any country are influenced by a range of factors. As the global population grows in developing nations, it has become essential to examine the effects of urbanization. Urbanization and Its Impact on Socio-Economic Growth in Developing Regions is a pivotal reference source for the latest research findings on the role of urban growth on the socio-economic infrastructures in developing regions. Featuring extensive coverage on relevant areas such as job creation, sustainability, and transportation planning, this publication is an ideal resource for city development planners, decision-makers, researchers, academics, and students interested in emerging perspectives on socio-economic development.
Author: G. Shabbir Cheema
Publisher:
ISBN:
Category : Asia
Languages : en
Pages : 138
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Book Description
Author: Ford Lumban Gaol
Publisher: CRC Press
ISBN: 1315349655
Category : Business & Economics
Languages : en
Pages : 561
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Book Description
Social Sciences and Interdisciplinary Behavior contains papers that were originally presented at the 4th International Congress on Interdisciplinary Behavior and Social Science 2015 (ICIBSoS 2015), held 22-23 October 2015 at The Institute of Management, Economics and Finance of the Kazan Federal University, Kazan, Russia and 7-8 November 2015 in Arya Duta Hotel, Jakarta, Indonesia. The contributions deal with various interdisciplinary research topics, particularly in the fields of social sciences, education, economics and arts. The papers focus especially on such topics as language, cultural studies, economics, behavior studies, political sciences, media and communication, psychology and human development.
Author: Tessaleno Campos Devezas
Publisher: Springer Nature
ISBN: 3031566777
Category :
Languages : en
Pages : 567
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Book Description
Author: Charles Harvie
Publisher: Edward Elgar Publishing
ISBN: 9781845425630
Category : Business & Economics
Languages : en
Pages : 400
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Book Description
This third book in the series focuses on how small and medium sized enterprises (SMEs) contribute to achieving and sustaining growth and performance in their economies, as well as the ways in which governments can assist and enhance that contribution. This is of particular concern given the trauma suffered by East Asian economies in the wake of the financial and economic crisis of 1997-98. Faced with the need to restructure and reform their economies and thereby achieve a firm foundation for future sustainable growth, many East Asian countries actively pursued SME growth, focusing on the encouragement of entrepreneurialism in the private sector. Drawing on the insights of a wide range of SME experts, the book provides a broad coverage of important aspects of SMEs, including: the contribution of micro-enterprises to economic recovery and poverty alleviation measurement and evaluation issues managing knowledge development ethical values in SMEs the internationalisation process entry mode decisions in export markets technological sourcing and use of the Internet. Presenting a contemporary analysis of SME developments in East Asia, both academics and policymakers will find Sustaining Growth and Performance in East Asia of great interest.
Author: Dr. Florinda Matos
Publisher: Academic Conferences Limited
ISBN: 1914587154
Category : Business & Economics
Languages : en
Pages :
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Book Description
Author: Taro Yamane
Publisher: HarperCollins Publishers
ISBN: 9780060473136
Category : Mathematics
Languages : en
Pages : 1158
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Book Description
Author: Marina Dabić
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110747723
Category : Business & Economics
Languages : en
Pages : 565
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Book Description
"A small business is not a little big business." Small- and medium-sized enterprises (SMEs) are considered the engines of worldwide economies and the main sources of job creation. Management in these companies is different from management in larger/older enterprises with their already established concepts and instruments. In view of the high importance of SMEs in emerging, developing and developed economies worldwide, the De Gruyter Handbook of SME Entrepreneurship investigates the underlying mechanisms and practices of management within these companies with a focus on entrepreneurship, growth and innovation. It argues that it is time for a dedicated theory of "SME Entrepreneurship" to emerge. Entrepreneurial thinking and behavior in SMEs must be differentiated from that of start-ups and large companies. On the other hand, it also explores the different entrepreneurship manifestations that exist within a widely heterogeneous group of SMEs. The handbook provides a theoretical framework in which to understand, compare and contrast the complexity of SMEs in both domestic and international processes and addresses the strengths, achievements, and challenges of entrepreneurship in SMEs.
