Optimal High Throughput Screening Practical Experimental Design and Data Analysis for Genome Scale RNAi Research 1st Edition by Xiaohua Douglas Zhang ISBN 1139062816 9781139062817

Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-Scale RNAi Research 1st Edition by Xiaohua Douglas Zhang – Ebook PDF Instant Download/Delivery: 1139062816, 9781139062817

Full download Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-Scale RNAi Research 1st Edition after payment

 

 

Product details:

ISBN 10: 1139062816

ISBN 13: 9781139062817

Author:  Xiaohua Douglas Zhang 

Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-Scale RNAi Research 1st Edition: This concise, self-contained and cohesive book focuses on commonly used and recently developed methods for designing and analyzing high-throughput screening (HTS) experiments from a statistically sound basis. Combining ideas from biology, computing and statistics, the author explains experimental designs and analytic methods that are amenable to rigorous analysis and interpretation of RNAi HTS experiments. The opening chapters are carefully presented to be accessible both to biologists with training only in basic statistics and to computational scientists and statisticians with basic biological knowledge. Biologists will see how new experiment designs and rudimentary data-handling strategies for RNAi HTS experiments can improve their results, whereas analysts will learn how to apply recently developed statistical methods to interpret HTS experiments.

 

Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-Scale RNAi Research 1st Edition Table of contents:

Part I – RNAi HTS AND DATA ANALYSIS

• Introduction to Genome-Scale RNAi Research
• Experimental Designs
• Data Display and Normalization
• Quality Control in Genome-Scale RNAi Screens
• Hit Selection in Genome-Scale RNAi Screens without Replicates
• Hit Selection in Genome-Scale RNAi Screens with Replicates

Part II – METHODOLOGICAL DEVELOPMENT FOR ANALYZING RNAi HTS SCREENS

• Statistical Methods for Group Comparison
• Statistical Methods for Assessing the Size of siRNA Effects

 

People also search for Optimal High-Throughput Screening: Practical Experimental Design and Data Analysis for Genome-Scale RNAi Research 1st Edition:

high thoughput screening
    
low throughput screening
    
quantitative high-throughput screening
    
what is high throughput screening in drug discovery
    
high throughput drug screening

Tags:

Xiaohua Douglas Zhang,Optimal High Throughput,Screening,Practical,Experimental,Design,Data,Analysis,Genome Scale,RNAi,Research