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Modelling human behaviour in landsca...

Knitter, Daniel.

Modelling human behaviour in landscapesbasic concepts and modelling elements /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Modelling human behaviour in landscapesby Oliver Nakoinz, Daniel Knitter.
其他題名:	basic concepts and modelling elements /
作者:	Nakoinz, Oliver.
其他作者:	Knitter, Daniel.
出版者:	Cham :Springer International Publishing :2016.
面頁冊數:	xix, 255 p. :ill., digital ;25 cm.
Contained By:	Springer eBooks
標題:	Landscape archaeology.
電子資源:	http://dx.doi.org/10.1007/978-3-319-29538-1
ISBN:	9783319295381$q(electronic bk.)

Modelling human behaviour in landscapesbasic concepts and modelling elements /
Nakoinz, Oliver.

Modelling human behaviour in landscapesbasic concepts and modelling elements /[electronic resource] :by Oliver Nakoinz, Daniel Knitter. - Cham :Springer International Publishing :2016. - xix, 255 p. :ill., digital ;25 cm. - Quantitative archaeology and archaeological modelling,2366-5998. - Quantitative archaeology and archaeological modelling..

Chapter 1:Introduction and Mathematics -- Chapter 2: Theory of Modelling -- Chapter 3: Software -- Chapter 4: Density -- Chapter 5: Regression and Interpolation -- Chapter 6: Location and Characterisation -- Chapter 7: Point Pattern -- Chapter 8: Boundaries -- Chapter 9: Networks -- Chapter 10: Interaction -- Chapter 11: Perception of Landscapes -- Chapter 12: Simulations.

This volume is designed as a 12-lecture textbook, which can serve as a course companion, self teaching guide and handbook for basic concepts. Each lecture comprises 20 pages, in which the methods are introduced, examples shown and the code is given. All examples are computed with open source software, mainly R, and with archaeological data available from the book's website. The book does not describe elaborated high-end models but rather very basic modelling concepts that serve as components in more complex models. The book enables the reader to construct such models by themselves and be sensitive for certain problems. In addition it gives hints for the interpretation of the results. Students are usually quick to apply fancy methods yet fail in the proper interpretation due to a lack of understanding of the underlying principles. This problem is addressed by the proposed book through three concepts: 1. Command line software forces the students to first learn some details before they are able to produce results on their own. 2. The book is focused on principles and methods. When the students understand a few basic principles, they have far better access to a wide range of related methods. 3. Examples of poor analysis highlight common pitfalls. The volume attempts to be an applied, minimalistic and efficient textbook and is based upon several successful courses.

ISBN: 9783319295381$q(electronic bk.)

Standard No.: 10.1007/978-3-319-29538-1doiSubjects--Topical Terms:

348809
Landscape archaeology.

LC Class. No.: CC76.3 / .N35 2016

Dewey Class. No.: 930.1

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520 $a This volume is designed as a 12-lecture textbook, which can serve as a course companion, self teaching guide and handbook for basic concepts. Each lecture comprises 20 pages, in which the methods are introduced, examples shown and the code is given. All examples are computed with open source software, mainly R, and with archaeological data available from the book's website. The book does not describe elaborated high-end models but rather very basic modelling concepts that serve as components in more complex models. The book enables the reader to construct such models by themselves and be sensitive for certain problems. In addition it gives hints for the interpretation of the results. Students are usually quick to apply fancy methods yet fail in the proper interpretation due to a lack of understanding of the underlying principles. This problem is addressed by the proposed book through three concepts: 1. Command line software forces the students to first learn some details before they are able to produce results on their own. 2. The book is focused on principles and methods. When the students understand a few basic principles, they have far better access to a wide range of related methods. 3. Examples of poor analysis highlight common pitfalls. The volume attempts to be an applied, minimalistic and efficient textbook and is based upon several successful courses.
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