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Machine Learning Toolbox for Social Scientists: Applied Predictive Analytics with R free ebook download

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Mathematics

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Catalogue

Author(s):	Yigit Aydede

Date:	2024	Format:	epub	Language:	English	ISBN/ASIN:	1032463953
Pages:	586	OCR:		Quality:		ISBN13:
Uploader:	stirkout	Upload Date:	9/20/2023 7:15:53 PM

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Machine Learning Toolbox for Social Scientists covers predictive methods with complementary statistical "tools" that make it mostly self-contained. The inferential statistics is the traditional framework for most data analytics courses in social science and business fields, especially in Economics and Finance. The new organization that this book offers goes beyond standard machine learning code applications, providing intuitive backgrounds for new predictive methods that social science and business students can follow. The book also adds many other modern statistical tools complementary to predictive methods that cannot be easily found in "econometrics" textbooks: nonparametric methods, data exploration with predictive models, penalized regressions, model selection with sparsity, dimension reduction methods, nonparametric time-series predictions, graphical network analysis, algorithmic optimization methods, classification with imbalanced data, and many others. This book is targeted at students and researchers who have no advanced statistical background, but instead coming from the tradition of "inferential statistics". The modern statistical methods the book provides allows it to be effectively used in teaching in the social science and business fields.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3202249	Book	https://nitroflare.com/view/81829EB3CD54...		0.00	stirkout

Tags: Analytics Applied Learning Machine Predictive Scientists Social Toolbox

Title	Link	Password	Size	Reason

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Machine Learning Toolbox for Social Scientists: Applied Predictive Analytics with R free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics