Statistical methods in molecular biology:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
New York, NY
Humana Press
2010
|
| Series: | Methods in molecular biology
620 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 636 S. Ill., graph. Darst. |
| ISBN: | 9781607615781 |
Staff View
MARC
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Record in the Search Index
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|---|---|
| adam_text | Contents
Preface
..........................................
vii
Contributors
....................................... xi
Part I Basic Statistics
.............................. 1
1.
Experimental Statistics for Biological Sciences
................... 3
Heejung Bang and Marie Davidian
2.
Nonparametric Methods for Molecular Biology
..................105
KnutM.
Wittkowski
and
Tingting
Song
3.
Basics of Bayesian Methods
............................155
Sufit
К.
Ghosh
4.
The Bayesian ¿-Test and Beyond
.........................179
Mithat
Ganen
Partii
Designs and Methods for Molecular Biology
..........201
5.
Sample Size and Power Calculation for Molecular Biology Studies
........203
Sin
-Но
Jung
6.
Designs for Linkage Analysis and Association Studies of Complex Diseases
. ... 219
Tuehua Cut, Gengxin Li, Shaoyu Li, and Rongling Wu
7.
Introduction to Epigenomics and Epigenome-Wide Analysis
...........243
Melissa J.
lazzari
and John M. Greatly
8.
Exploration, Visualization, and Preprocessing of High-Dimensional Data
.... 267
Zhijin Wu andZhiaiang Wu
Part III Statistical Methods for Microarray Data
............285
9.
Introduction to the Statistical Analysis of Two-Color Microarray Data
......287
Martina
Bremer,
Edward Himelblau, and Andreas Madlung
10.
Building Networks with Microarray Data
.....................315
Bradley M. Broom, Waree Rinsurongkawong,
Lajos Pusztai,
and Kim-Anh Do
Part IV Advanced or Specialized Methods for Molecular Biology
. . 345
11.
Support Vector Machines for Classification: A Statistical Portrait
.........347
Toonkyung Lee
12.
AnOvervievvofClustering Applied to Molecular Biology
............369
Rebecca Nugent and Marina Meila
IX
χ
Contents
13.
Hidden Markov Model and Its
Applications
in Motif Findings
...........405
Jinjf Wu and
Jun
Xie
14.
Dimension Reduction for High-Dimensional Data
................417
Lexin Li
15.
Introduction to the Development and Validation of Predictive
Biomarker
Models from High-Throughput Data Sets
....................435
Xutao Deng and
Fabien Campagne
16.
Multi-gene Expression-based Statistical Approaches to Predicting
Patients Clinical Outcomes and Responses
....................471
Feng Cheng,
Sanß-Hoon
Cho, andjae
К.
Lee
17.
Two-Stage Testing Strategies for Genome-Wide Association Studies
in Family-Based Designs
.............................485
Amy Murphy, Scott T. Weiss, and
Christoph Lange
18.
Statistical Methods for Proteomics
........................497
Klaus Jung
Part V
Мета
-analysis for High-Dimensional Data
............509
19.
Statistical Methods for Integrating Multiple Types of High-Throughput Data
..511
Tang Xie and
Chul
Ahn
20.
A Bayesian Hierarchical Model for High-Dimensional Meta-analysis
.......531
Fei
Liu
21.
Methods for Combining Multiple Genome-Wide Linkage Studies
........541
Trecia
A. Kippola and Stephanie
A. Santorico
Part VI Other Practical Information
....................561
22.
Improved Reporting of Statistical Design and Analysis: Guidelines,
Education, and Editorial Policies
.........................563
Madhu Mazumdar, Samprit
Baner
jee,
and Heather L. Van Epps
23.
Stata
Companion
.................................599
Jennifer
Sousa
Brennan
Subject Index
.......................................627
|
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| id | DE-604.BV036106896 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:11:46Z |
| institution | BVB |
| isbn | 9781607615781 |
| language | English |
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| physical | XIII, 636 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Humana Press |
| record_format | marc |
| series | Methods in molecular biology |
| series2 | Methods in molecular biology Springer protocols |
| spelling | Statistical methods in molecular biology ed. by Heejung Bang ... New York, NY Humana Press 2010 XIII, 636 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Methods in molecular biology 620 Springer protocols Data Interpretation, Statistical Laboratory Manuals Molecular Biology methods Laboratory Manuals Molecular biology Statistical methods Statistics as Topic methods Laboratory Manuals Molekularbiologie (DE-588)4039983-7 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Molekularbiologie (DE-588)4039983-7 s Statistik (DE-588)4056995-0 s b DE-604 Bang, Heejung Sonstige oth Methods in molecular biology 620 (DE-604)BV035362695 620 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018997143&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Statistical methods in molecular biology Methods in molecular biology Data Interpretation, Statistical Laboratory Manuals Molecular Biology methods Laboratory Manuals Molecular biology Statistical methods Statistics as Topic methods Laboratory Manuals Molekularbiologie (DE-588)4039983-7 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4039983-7 (DE-588)4056995-0 (DE-588)4143413-4 |
| title | Statistical methods in molecular biology |
| title_auth | Statistical methods in molecular biology |
| title_exact_search | Statistical methods in molecular biology |
| title_full | Statistical methods in molecular biology ed. by Heejung Bang ... |
| title_fullStr | Statistical methods in molecular biology ed. by Heejung Bang ... |
| title_full_unstemmed | Statistical methods in molecular biology ed. by Heejung Bang ... |
| title_short | Statistical methods in molecular biology |
| title_sort | statistical methods in molecular biology |
| topic | Data Interpretation, Statistical Laboratory Manuals Molecular Biology methods Laboratory Manuals Molecular biology Statistical methods Statistics as Topic methods Laboratory Manuals Molekularbiologie (DE-588)4039983-7 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Data Interpretation, Statistical Laboratory Manuals Molecular Biology methods Laboratory Manuals Molecular biology Statistical methods Statistics as Topic methods Laboratory Manuals Molekularbiologie Statistik Aufsatzsammlung |
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