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Understanding Statistics and Experimental Design : How to Not Lie with Statis...
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eBay item number:386779866407
Item specifics
- Condition
- ISBN
- 9783030034986
- Series
- Learning Materials in Biosciences Ser.
- Publication Year
- 2019
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Understanding Statistics and Experimental Design : How to Not Lie with Statistics
- Item Length
- 9.4in
- Publisher
- Springer International Publishing A&G
- Item Width
- 6.6in
- Item Weight
- 16 Oz
- Number of Pages
- Xi, 142 Pages
About this product
Product Information
This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-10
3030034984
ISBN-13
9783030034986
eBay Product ID (ePID)
14038549349
Product Key Features
Publication Name
Understanding Statistics and Experimental Design : How to Not Lie with Statistics
Format
Trade Paperback
Language
English
Series
Learning Materials in Biosciences Ser.
Publication Year
2019
Type
Textbook
Number of Pages
Xi, 142 Pages
Dimensions
Item Length
9.4in
Item Width
6.6in
Item Weight
16 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
R850.A1-854
Reviews
"Readers with little or no background in statistics will appreciate how these fundamental concepts are so well illustrated in this book to establish the solid foundation of probability and statistics." (David Han, Mathematical Reviews, April, 2020)
Table of Content
Part I.- Basic Probability Theory.- Experimental Design and the Basics of Statistics: Signal detection Theory (SDT).- The Core Concept of Statistics.- Variations on the t-test.- PART II.- The Multiple Testing Problem.- ANOVA.- Experimental design: Model Fits, Power, and Complex Designs.- Correlation.- PART III.- Meta-analysis.- Understanding replication.- Magnitude of excess success.- Suggested improvements and challenges
Copyright Date
2019
Topic
Biostatistics, Study & Teaching, Research
Illustrated
Yes
Genre
Science, Medical
Item description from the seller
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Expert Trading Limited
John Boyer
9220 Rumsey Rd
Ste 101
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eBay item number:386779866407
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