Statistics is Easy is popular PDF and ePub book, written by Manpreet Singh Katari in 2021-04-08, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Statistics is Easy can be Read Online from any device for your convenience.
Statistics is Easy Book PDF Summary
Computational analysis of natural science experiments often confronts noisy data due to natural variability in environment or measurement. Drawing conclusions in the face of such noise entails a statistical analysis. Parametric statistical methods assume that the data is a sample from a population that can be characterized by a specific distribution (e.g., a normal distribution). When the assumption is true, parametric approaches can lead to high confidence predictions. However, in many cases particular distribution assumptions do not hold. In that case, assuming a distribution may yield false conclusions. The companion book Statistics is Easy! gave a (nearly) equation-free introduction to nonparametric (i.e., no distribution assumption) statistical methods. The present book applies data preparation, machine learning, and nonparametric statistics to three quite different life science datasets. We provide the code as applied to each dataset in both R and Python 3. We also include exercises for self-study or classroom use.
Detail Book of Statistics is Easy PDF
- Author : Manpreet Singh Katari
- Release : 08 April 2021
- Publisher : Morgan & Claypool Publishers
- ISBN : 9781636390901
- Genre : Mathematics
- Total Page : 76 pages
- Language : English
- PDF File Size : 17,8 Mb
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