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Bioinformatics for evolutionary biol...

Haubold, Bernhard.

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Bioinformatics for evolutionary biologists = a problems approach /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Bioinformatics for evolutionary biologists/ by Bernhard Haubold, Angelika Börsch-Haubold.
其他題名:	a problems approach /
作者:	Haubold, Bernhard.
其他作者:	Börsch-Haubold, Angelika.
出版者:	Cham :Springer International Publishing : : 2023.,
面頁冊數:	ix, 411 p. :ill. (some col.), digital ;24 cm.
內容註:	Part I Problems -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- Part II Answers. -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- A. Unix Guide -- B. Programs -- B.1 Own -- B.2 Biobox -- B.3 Third-Party -- References -- Index.
Contained By:	Springer Nature eBook
標題:	Bioinformatics. -
電子資源:	https://doi.org/10.1007/978-3-031-20414-2
ISBN:	9783031204142

Bioinformatics for evolutionary biologists = a problems approach /
Haubold, Bernhard.

Bioinformatics for evolutionary biologistsa problems approach /[electronic resource] :by Bernhard Haubold, Angelika Börsch-Haubold. - Second edition. - Cham :Springer International Publishing :2023. - ix, 411 p. :ill. (some col.), digital ;24 cm.

Part I Problems -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- Part II Answers. -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- A. Unix Guide -- B. Programs -- B.1 Own -- B.2 Biobox -- B.3 Third-Party -- References -- Index.

This self-contained textbook covers fundamental aspects of sequence analysis with special emphasis on evolutionary biology, including sequence alignment, exact matching, phylogeny reconstruction, and coalescent simulation. It addresses these topics through a series of over 800 computer problems, ranging from elementary to research level, to enable learning by doing. Students solve the problems in the same computational environment used for decades in science - the Unix command line. This is available on all four major operating systems for PCs: Windows, macOS, chromeOS, and Linux. To learn using this powerful system, students analyze sample sequence data by applying generic tools, bioinformatics software, and over 50 programs specifically written for this course and available via GitHub. The solutions for all problems are included, making the book ideal for self-study. Problems are grouped into sections headed by an introduction and a list of new terms. By using practical computing to explore sequence data in an evolutionary context, the book enables readers to tackle their own computational problems.

ISBN: 9783031204142

Standard No.: 10.1007/978-3-031-20414-2doiSubjects--Topical Terms:

553671
Bioinformatics.

LC Class. No.: QH324.2

Dewey Class. No.: 570.285

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505 0 $a Part I Problems -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- Part II Answers. -- 1 The Unix Command Line -- 1.1 Getting Started -- 1.2 Files, Directories, and Programs -- 1.3 Scripts -- 2 Optimal Alignment -- 2.1 Keeping Score -- 2.2 Construction -- 2.3 Application -- 3 Exact Matching -- 3.1 Keyword Trees -- 3.2 Suffix Trees -- 3.3 Suffix Arrays -- 3.4 Text Compression -- 4 Fast Alignment -- 4.1 Global -- 4.2 Local -- 4.3 Glocal -- 4.4 Assembly -- 4.5 Multiple Sequences -- 5 Evolution Between Species: Phylogeny -- 5.1 Trees of Life -- 5.2 Rooted Trees -- 5.3 Unrooted Trees -- 6 Evolution within Populations -- 6.1 Descent from One or Two Parents -- 6.2 The Coalescent -- 7 Interrogating and Storing Data -- 7.1 Statistics -- 7.2 Relational Databases -- A. Unix Guide -- B. Programs -- B.1 Own -- B.2 Biobox -- B.3 Third-Party -- References -- Index.
520 $a This self-contained textbook covers fundamental aspects of sequence analysis with special emphasis on evolutionary biology, including sequence alignment, exact matching, phylogeny reconstruction, and coalescent simulation. It addresses these topics through a series of over 800 computer problems, ranging from elementary to research level, to enable learning by doing. Students solve the problems in the same computational environment used for decades in science - the Unix command line. This is available on all four major operating systems for PCs: Windows, macOS, chromeOS, and Linux. To learn using this powerful system, students analyze sample sequence data by applying generic tools, bioinformatics software, and over 50 programs specifically written for this course and available via GitHub. The solutions for all problems are included, making the book ideal for self-study. Problems are grouped into sections headed by an introduction and a list of new terms. By using practical computing to explore sequence data in an evolutionary context, the book enables readers to tackle their own computational problems.
650 0 $a Bioinformatics. $3 553671
650 0 $a Evolution (Biology) $3 518332
650 2 4 $a Evolutionary Biology. $3 891208
650 2 4 $a Computational and Systems Biology. $3 3531279
700 1 $a Börsch-Haubold, Angelika. $3 3627714
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773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-20414-2
950 $a Biomedical and Life Sciences (SpringerNature-11642)